Topic Modeling Libraries - Page 1

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gensimby RaRe-Technologies

Python dotstar image 14417 dotVersion:Currentdot
License: Weak Copyleft (LGPL-2.1)

Topic Modelling for Humans

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            BERTopicby MaartenGr

            Python dotstar image 4329 dotVersion:Currentdot
            License: Permissive (MIT)

            Leveraging BERT and c-TF-IDF to create easily interpretable topics.

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                      Top2Vecby ddangelov

                      Python dotstar image 2558 dotVersion:Currentdot
                      License: Permissive (BSD-3-Clause)

                      Top2Vec learns jointly embedded topic, document and word vectors.

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                                Familiaby baidu

                                C++ dotstar image 2420 dotVersion:Currentdot
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                                A Toolkit for Industrial Topic Modeling

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                                          ldaby lda-project

                                          Python dotstar image 1122 dotVersion:Currentdot
                                          License: Weak Copyleft (MPL-2.0)

                                          Topic modeling with latent Dirichlet allocation using Gibbs sampling

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                                                    LDAvisby cpsievert

                                                    JavaScript dotstar image 532 dotVersion:Currentdot
                                                    License: Proprietary (Proprietary)

                                                    R package for web-based interactive topic model visualization.

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                                                              tomotopyby bab2min

                                                              C++ dotstar image 474 dotVersion:Currentdot
                                                              License: Permissive (MIT)

                                                              Python package of Tomoto, the Topic Modeling Tool

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                                                                        corex_topicby gregversteeg

                                                                        Python dotstar image 462 dotVersion:Currentdot
                                                                        License: Permissive (Apache-2.0)

                                                                        Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

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                                                                                  Python dotstar image 434 dotVersion:Currentdot
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                                                                                  中文詞向量訓練教學

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                                                                                            lda2vec-tfby meereeum

                                                                                            Python dotstar image 431 dotVersion:Currentdot
                                                                                            no licences License: No License (No License)

                                                                                            tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings

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                                                                                                      ETMby adjidieng

                                                                                                      Python dotstar image 422 dotVersion:Currentdot
                                                                                                      License: Permissive (MIT)

                                                                                                      Topic Modeling in Embedding Spaces

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                                                                                                                GuidedLDAby vi3k6i5

                                                                                                                Python dotstar image 404 dotVersion:Currentdot
                                                                                                                License: Weak Copyleft (MPL-2.0)

                                                                                                                semi supervised guided topic model with custom guidedLDA

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                                                                                                                          BTMby xiaohuiyan

                                                                                                                          C++ dotstar image 389 dotVersion:Currentdot
                                                                                                                          License: Permissive (Apache-2.0)

                                                                                                                          Code for Biterm Topic Model (published in WWW 2013)

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                                                                                                                                    SIFRank_zhby sunyilgdx

                                                                                                                                    Python dotstar image 369 dotVersion:Currentdot
                                                                                                                                    no licences License: No License (No License)

                                                                                                                                    Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法(论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码)

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                                                                                                                                              python-topic-modelby dongwookim-ml

                                                                                                                                              Jupyter Notebook dotstar image 348 dotVersion:Currentdot
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                                                                                                                                              Implementation of various topic models

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                                                                                                                                                        Twitter-LDAby minghui

                                                                                                                                                        Java dotstar image 309 dotVersion:Currentdot
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                                                                                                                                                        Latent Dirichlet Allocation (LDA) model for Microblogs (Twitter, weibo etc.)

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                                                                                                                                                                  stmby bstewart

                                                                                                                                                                  R dotstar image 308 dotVersion:Currentdot
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                                                                                                                                                                  An R Package for the Structural Topic Model

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                                                                                                                                                                            ldaby primaryobjects

                                                                                                                                                                            JavaScript dotstar image 263 dotVersion:Currentdot
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                                                                                                                                                                            LDA topic modeling for node.js

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                                                                                                                                                                                      THUTagby YeDeming

                                                                                                                                                                                      Java dotstar image 257 dotVersion:Currentdot
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                                                                                                                                                                                      A Package of Keyphrase Extraction and Social Tag Suggestion, the project has moved to

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                                                                                                                                                                                                SketchGraphsby PrincetonLIPS

                                                                                                                                                                                                Python dotstar image 254 dotVersion:Currentdot
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                                                                                                                                                                                                A dataset of 15 million CAD sketches with geometric constraint graphs.

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                                                                                                                                                                                                          RealSkelby jingma-git

                                                                                                                                                                                                          C++ dotstar image 248 dotVersion:Currentdot
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                                                                                                                                                                                                          Real-time Skeletonization for Sketch-based Modeling

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                                                                                                                                                                                                                    minskyby highperformancecoder

                                                                                                                                                                                                                    C++ dotstar image 246 dotVersion:Currentdot
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                                                                                                                                                                                                                    A systems dynamics economics modeling software

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                                                                                                                                                                                                                              dynamic-nmfby derekgreene

                                                                                                                                                                                                                              Python dotstar image 239 dotVersion:Currentdot
                                                                                                                                                                                                                              License: Permissive (Apache-2.0)

                                                                                                                                                                                                                              Dynamic Topic Modeling via Non-negative Matrix Factorization

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                                                                                                                                                                                                                                        wordlistsby imsky

                                                                                                                                                                                                                                        JavaScript dotstar image 235 dotVersion:Currentdot
                                                                                                                                                                                                                                        License: Permissive (MIT)

                                                                                                                                                                                                                                        Words categorized by topic.

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                                                                                                                                                                                                                                                  cw2vecby bamtercelboo

                                                                                                                                                                                                                                                  C++ dotstar image 232 dotVersion:Currentdot
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                                                                                                                                                                                                                                                  cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information

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                                                                                                                                                                                                                                                            LDAGibbsSamplingby yangliuy

                                                                                                                                                                                                                                                            Java dotstar image 222 dotVersion:Currentdot
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                                                                                                                                                                                                                                                            Open Source Package for Gibbs Sampling of LDA

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                                                                                                                                                                                                                                                                      GEMSECby benedekrozemberczki

                                                                                                                                                                                                                                                                      Python dotstar image 217 dotVersion:Currentdot
                                                                                                                                                                                                                                                                      License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                      The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

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                                                                                                                                                                                                                                                                                tmtoolkitby WZBSocialScienceCenter

                                                                                                                                                                                                                                                                                Python dotstar image 192 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                Text Mining and Topic Modeling Toolkit for Python with parallel processing power

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                                                                                                                                                                                                                                                                                          LDA4jby hankcs

                                                                                                                                                                                                                                                                                          Java dotstar image 191 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                          A Java implemention of LDA(Latent Dirichlet Allocation)

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                                                                                                                                                                                                                                                                                                    Splitterby benedekrozemberczki

                                                                                                                                                                                                                                                                                                    Python dotstar image 180 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                    License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                                    A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

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                                                                                                                                                                                                                                                                                                              LFTMby datquocnguyen

                                                                                                                                                                                                                                                                                                              Java dotstar image 169 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                              License: Proprietary (Proprietary)

                                                                                                                                                                                                                                                                                                              Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

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                                                                                                                                                                                                                                                                                                                        Palmettoby dice-group

                                                                                                                                                                                                                                                                                                                        Java dotstar image 168 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                        License: Strong Copyleft (AGPL-3.0)

                                                                                                                                                                                                                                                                                                                        Palmetto is a quality measuring tool for topics

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                                                                                                                                                                                                                                                                                                                                  dtmby blei-lab

                                                                                                                                                                                                                                                                                                                                  Shell dotstar image 165 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                  License: Strong Copyleft (GPL-2.0)

                                                                                                                                                                                                                                                                                                                                  This implements topics that change over time (Dynamic Topic Models) and a model of how individual documents predict that change.

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                                                                                                                                                                                                                                                                                                                                            topicsby vladsandulescu

                                                                                                                                                                                                                                                                                                                                            Python dotstar image 158 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                            License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                            Topic modeling with gensim and LDA

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                                                                                                                                                                                                                                                                                                                                                      word2vecby sajari

                                                                                                                                                                                                                                                                                                                                                      Go dotstar image 152 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                      Go library for performing computations in word2vec binary models

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                                                                                                                                                                                                                                                                                                                                                                lda-cby blei-lab

                                                                                                                                                                                                                                                                                                                                                                C dotstar image 144 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                License: Weak Copyleft (LGPL-2.1)

                                                                                                                                                                                                                                                                                                                                                                This is a C implementation of variational EM for latent Dirichlet allocation (LDA), a topic model for text or other discrete data.

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                                                                                                                                                                                                                                                                                                                                                                          LTEInspectorby relentless-warrior

                                                                                                                                                                                                                                                                                                                                                                          Python dotstar image 141 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                          no licences License: No License (No License)

                                                                                                                                                                                                                                                                                                                                                                          Models, properties, and write-up of LTEInspector (NDSS'18)

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                                                                                                                                                                                                                                                                                                                                                                                    hdpby blei-lab

                                                                                                                                                                                                                                                                                                                                                                                    C++ dotstar image 141 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                    License: Strong Copyleft (GPL-2.0)

                                                                                                                                                                                                                                                                                                                                                                                    Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.

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                                                                                                                                                                                                                                                                                                                                                                                              Gaussian_LDAby rajarshd

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                                                                                                                                                                                                                                                                                                                                                                                                        role2vecby benedekrozemberczki

                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 137 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                        A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

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                                                                                                                                                                                                                                                                                                                                                                                                                  sprigby sittercity

                                                                                                                                                                                                                                                                                                                                                                                                                  PHP dotstar image 136 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                  Object modeling system for Kohana, inspired by Django

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                                                                                                                                                                                                                                                                                                                                                                                                                            MUSAEby benedekrozemberczki

                                                                                                                                                                                                                                                                                                                                                                                                                            Python dotstar image 133 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                            The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

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                                                                                                                                                                                                                                                                                                                                                                                                                                      lda-rubyby ealdent

                                                                                                                                                                                                                                                                                                                                                                                                                                      C dotstar image 132 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                      A Ruby wrapper for Latent Dirichlet Allocation (LDA).

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                                                                                                                                                                                                                                                                                                                                                                                                                                                Conceptby MaartenGr

                                                                                                                                                                                                                                                                                                                                                                                                                                                Python dotstar image 132 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                Concept Modeling: Topic Modeling on Images and Text

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          online-hdpby blei-lab

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Python dotstar image 131 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Online inference for the Hierarchical Dirichlet Process. Fits hierarchical Dirichlet process topic models to massive data. The algorithm determines the number of topics.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    topicModellingby balikasg

                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Python dotstar image 130 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    A project with topic model implementations

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              hldaby joewandy

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Jupyter Notebook dotstar image 126 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        C++ dotstar image 117 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Distributed skipgram mixture model for multisense word embedding

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  lda2vec-pytorchby TropComplique

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Jupyter Notebook dotstar image 112 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Topic modeling with word vectors

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            dunnartby mjwybrow

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            C++ dotstar image 110 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Constraint-based diagram editor

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      gensimby RaRe-Technologies
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Topic Modelling for Humans
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 14417dotUpdated: 1 y agodot License: Weak Copyleft (LGPL-2.1)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                BERTopicby MaartenGr
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Leveraging BERT and c-TF-IDF to create easily interpretable topics.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 4329dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Top2Vecby ddangelov
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Top2Vec learns jointly embedded topic, document and word vectors.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 2558dotUpdated: 1 y agodot License: Permissive (BSD-3-Clause)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Familiaby baidu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    A Toolkit for Industrial Topic Modeling
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    C++dotstar image 2420dotUpdated: 3 y agodot License: Permissive (BSD-3-Clause)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              ldaby lda-project
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Topic modeling with latent Dirichlet allocation using Gibbs sampling
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 1122dotUpdated: 1 y agodot License: Weak Copyleft (MPL-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        LDAvisby cpsievert
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        R package for web-based interactive topic model visualization.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        JavaScriptdotstar image 532dotUpdated: 1 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  tomotopyby bab2min
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Python package of Tomoto, the Topic Modeling Tool
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  C++dotstar image 474dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            corex_topicby gregversteeg
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 462dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      word2vec-tutorialby zake7749
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      中文詞向量訓練教學
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 434dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                lda2vec-tfby meereeum
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 431dotUpdated: 1 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          ETMby adjidieng
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Topic Modeling in Embedding Spaces
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 422dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    GuidedLDAby vi3k6i5
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    semi supervised guided topic model with custom guidedLDA
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 404dotUpdated: 3 y agodot License: Weak Copyleft (MPL-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              BTMby xiaohuiyan
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Code for Biterm Topic Model (published in WWW 2013)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              C++dotstar image 389dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        SIFRank_zhby sunyilgdx
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法(论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 369dotUpdated: 1 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  python-topic-modelby dongwookim-ml
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Implementation of various topic models
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Jupyter Notebookdotstar image 348dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Twitter-LDAby minghui
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Latent Dirichlet Allocation (LDA) model for Microblogs (Twitter, weibo etc.)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Javadotstar image 309dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      stmby bstewart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      An R Package for the Structural Topic Model
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Rdotstar image 308dotUpdated: 3 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                ldaby primaryobjects
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                LDA topic modeling for node.js
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                JavaScriptdotstar image 263dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          THUTagby YeDeming
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A Package of Keyphrase Extraction and Social Tag Suggestion, the project has moved to
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Javadotstar image 257dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    SketchGraphsby PrincetonLIPS
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    A dataset of 15 million CAD sketches with geometric constraint graphs.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              RealSkelby jingma-git
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Real-time Skeletonization for Sketch-based Modeling
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        minskyby highperformancecoder
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        A systems dynamics economics modeling software
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  dynamic-nmfby derekgreene
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Dynamic Topic Modeling via Non-negative Matrix Factorization
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 239dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            wordlistsby imsky
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Words categorized by topic.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      cw2vecby bamtercelboo
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      C++dotstar image 232dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                LDAGibbsSamplingby yangliuy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Open Source Package for Gibbs Sampling of LDA
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Javadotstar image 222dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          GEMSECby benedekrozemberczki
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 217dotUpdated: 3 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    tmtoolkitby WZBSocialScienceCenter
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Text Mining and Topic Modeling Toolkit for Python with parallel processing power
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 192dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              LDA4jby hankcs
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A Java implemention of LDA(Latent Dirichlet Allocation)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Javadotstar image 191dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Splitterby benedekrozemberczki
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 180dotUpdated: 3 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  LFTMby datquocnguyen
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Javadotstar image 169dotUpdated: 3 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Palmettoby dice-group
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Palmetto is a quality measuring tool for topics
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Javadotstar image 168dotUpdated: 2 y agodot License: Strong Copyleft (AGPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      dtmby blei-lab
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      This implements topics that change over time (Dynamic Topic Models) and a model of how individual documents predict that change.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Shelldotstar image 165dotUpdated: 3 y agodot License: Strong Copyleft (GPL-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                topicsby vladsandulescu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Topic modeling with gensim and LDA
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 158dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          word2vecby sajari
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Go library for performing computations in word2vec binary models
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Godotstar image 152dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    lda-cby blei-lab
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    This is a C implementation of variational EM for latent Dirichlet allocation (LDA), a topic model for text or other discrete data.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Cdotstar image 144dotUpdated: 3 y agodot License: Weak Copyleft (LGPL-2.1)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              LTEInspectorby relentless-warrior
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Models, properties, and write-up of LTEInspector (NDSS'18)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 141dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        hdpby blei-lab
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        C++dotstar image 141dotUpdated: 3 y agodot License: Strong Copyleft (GPL-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Gaussian_LDAby rajarshd
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  HTMLdotstar image 138dotUpdated: 3 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            role2vecby benedekrozemberczki
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 137dotUpdated: 3 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      sprigby sittercity
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Object modeling system for Kohana, inspired by Django
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      PHPdotstar image 136dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                MUSAEby benedekrozemberczki
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 133dotUpdated: 1 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          lda-rubyby ealdent
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A Ruby wrapper for Latent Dirichlet Allocation (LDA).
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Cdotstar image 132dotUpdated: 3 y agodot License: Weak Copyleft (LGPL-2.1)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Conceptby MaartenGr
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Concept Modeling: Topic Modeling on Images and Text
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 132dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              online-hdpby blei-lab
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Online inference for the Hierarchical Dirichlet Process. Fits hierarchical Dirichlet process topic models to massive data. The algorithm determines the number of topics.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 131dotUpdated: 3 y agodot License: Strong Copyleft (GPL-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        topicModellingby balikasg
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        A project with topic model implementations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 130dotUpdated: 1 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  hldaby joewandy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Jupyter Notebookdotstar image 126dotUpdated: 2 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            distributed_skipgram_mixtureby microsoft
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Distributed skipgram mixture model for multisense word embedding
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            C++dotstar image 117dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      lda2vec-pytorchby TropComplique
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Topic modeling with word vectors
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebookdotstar image 112dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                dunnartby mjwybrow
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Constraint-based diagram editor
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                C++dotstar image 110dotUpdated: 3 y agodot License: Proprietary (Proprietary)
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