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Mining_Of_Massive_Datasetsby ryancheunggit
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License: No License (No License)Sketch code along the reading of Mining Massive Datasets
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Graph clustering and Node embeddings with word2vec
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基于维基百科语料，使用 gensim 的 word2vec 来训练词向量
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Superfast CUDA implementation of Word2Vec and Latent Dirichlet Allocation (LDA)
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重构论文A Biterm Topic Model for Short Texts提供的源代码，编译成一个python 扩展模块，并用python 包装了一下，提供一个user-friendly python package
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Code for topic model evaluation experiments for Scott & Baldridge 2013, AISTATS
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Handy Jupyter Notebooks that I use in for Topic Modeling. Including text mining from PDF files, text preprocessing, Latent Dirichlet Allocation (LDA), hyperparameters grid search and Topic Modeling visualiation.
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Code for the CIKM 2013 paper "Discovering Coherent Topics Using General Knowledge"
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An alternative approach for probabilistic topic modeling based on agglomerative clustering of topics (not documents)
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Latent Dirichlet Allocation for Topic Modelling
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An Online Latent Dirichlet Allocation with Infinite Vocabulary implementation in Python.
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RhymerFinder predicts the rhymes in a song based on preceding lyrics by using gensim's Word2Vec implementation.
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Crowdsourced Time-sync Video Tagging using Temporal and Personalized Topic Modeling
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Word2vec in gensim and Tensorflow
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Greedy Adaptive Dictionary (GAD) is a learning algorithm that sets out to find sparse atoms for speech signals.
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Spatio-temporal pattern contruct and model fusion
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Python implementation of Sap et al.'s gender prediction algorithm for Twitter.
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Course Samples
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1、结合opencv，利用特征提取方法（LDA LBP PCA）进行特征提取建立模型库；2、利用电脑摄像头进行拍照，每隔3秒提取一个正面照进行特征提取，然后与模型库中的样本进行余弦距离相似度计算，实现人脸匹配识别
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Adds browsing users to topics
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This is the central repository for literature on and applications of the topic modeling methodology. This page was specifically designed for the professional development workshop (PDW) on topic modeling that have taken place at the 2017 and 2018 iterations of the annual Academy of Management Meeting, but is open to anyone interested.
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Surface and foil modeling via CST method
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Unsupervised model for clustering and summarisation of Polish news articles.
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A bayesian hierarchical topic model for texts in R. The package implements Grimmer (2010).
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word2vec wordembedding embedding google
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Topic Modeling using LDA and NMF in Python
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Structural Topic Modeling of the Facebook posts of NC State Senators
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golang实现的消息队列服务，支持消费主题(topic)以及消费者分组(group)
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Implementation of a Latent Concept Topic Model (LCTM).
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Text similarity based on Word2Vec vectors.
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Implements several Markov chain Monte Carlo (MCMC) algorithms for the latent Dirichlet allocation (LDA) model
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short_text_topic_modelingby Matyyas
Jupyter Notebook 10 Version:Current License: No License (No License)
License: No License (No License)Short Text Topic Modeling notebook example
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Application of topic models for topic extraction and similarity search
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LDA_Viblo_Recommender_Systemby huyhoang17
Jupyter Notebook 10 Version:Current License: Permissive (MIT)
Simple Recommender System for Viblo Website using LDA (Latent Dirichlet Allocation)
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poincare-embedding-using-gensimby harmanpreet93
Jupyter Notebook 10 Version:Current License: No License (No License)
License: No License (No License)Train poincare embedding using gensim
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Machine learning models on different topics and competitions
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Fun with Game of Thrones word embeddings
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Interactive textbook on state space models
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Topic models for microblogging content
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In PAKDD 2015. Incorporating Probabilistic Knowledge into Topic Models
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LDA主题模型Gibbs采样并行实现
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Code for Short Text Topic Modeling with Flexible Word Patterns
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Landau-Lifshitz-Gilbert-ODE-modelby davidshepherd7
Python 9 Version:Current License: Strong Copyleft (GPL-3.0)
Tools and a simple model for the spatially constant LLG equation
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Large-scale topic discovery with Sampled-MinHashing
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Implementation of Disjoint Author-Document Topic Model
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This is chat bot which is based on term frequency and inverse document frequency and uses cosine similarity to calculate the same.
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Mining_Of_Massive_Datasetsby ryancheunggit
Sketch code along the reading of Mining Massive Datasets
Python 11Updated: 6 y ago License: No License (No License)
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url2vecby chrisPiemonte
Graph clustering and Node embeddings with word2vec
Python 11Updated: 4 y ago License: No License (No License)
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word2vecby frendyxzc
基于维基百科语料，使用 gensim 的 word2vec 来训练词向量
Python 11Updated: 4 y ago License: Permissive (MIT)
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cusimby js1010
Superfast CUDA implementation of Word2Vec and Latent Dirichlet Allocation (LDA)
Python 11Updated: 3 y ago License: Permissive (Apache-2.0)
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biterm-topic-modelby liuzhenhai93
重构论文A Biterm Topic Model for Short Texts提供的源代码，编译成一个python 扩展模块，并用python 包装了一下，提供一个user-friendly python package
C++ 11Updated: 4 y ago License: No License (No License)
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topicmodel-evalby utcompling
Code for topic model evaluation experiments for Scott & Baldridge 2013, AISTATS
Scala 11Updated: 7 y ago License: Permissive (Apache-2.0)
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topic-modellingby storopoli
Handy Jupyter Notebooks that I use in for Topic Modeling. Including text mining from PDF files, text preprocessing, Latent Dirichlet Allocation (LDA), hyperparameters grid search and Topic Modeling visualiation.
Jupyter Notebook 11Updated: 3 y ago License: Permissive (MIT)
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ArchPyby randlab
Python 11Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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leto-modelizer-plugin-coreby ditrit
JavaScript 11Updated: 2 y ago License: Weak Copyleft (MPL-2.0)
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posteriordb-pythonby stan-dev
Python 11Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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GKLDAby czyuan
Code for the CIKM 2013 paper "Discovering Coherent Topics Using General Knowledge"
Java 10Updated: 4 y ago License: Permissive (Apache-2.0)
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ETMby qiang2100
Java 10Updated: 5 y ago License: No License (No License)
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TopicGrouperJby pfeiferd
An alternative approach for probabilistic topic modeling based on agglomerative clustering of topics (not documents)
Java 10Updated: 4 y ago License: Permissive (Apache-2.0)
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ldaby nkoilada
Latent Dirichlet Allocation for Topic Modelling
Python 10Updated: 6 y ago License: No License (No License)
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PyInfVocby kzhai
An Online Latent Dirichlet Allocation with Infinite Vocabulary implementation in Python.
Python 10Updated: 4 y ago License: No License (No License)
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rhymerfinderby johnchuckcase
RhymerFinder predicts the rhymes in a song based on preceding lyrics by using gensim's Word2Vec implementation.
Python 10Updated: 4 y ago License: No License (No License)
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TPTMby Wind-Ward
Crowdsourced Time-sync Video Tagging using Temporal and Personalized Topic Modeling
Python 10Updated: 4 y ago License: No License (No License)
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word2vec_tutorialby hadifar
Word2vec in gensim and Tensorflow
Python 10Updated: 4 y ago License: No License (No License)
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Greedy-Adaptive-Dictionaryby DavideNardone
Greedy Adaptive Dictionary (GAD) is a learning algorithm that sets out to find sparse atoms for speech signals.
Python 10Updated: 3 y ago License: Permissive (MIT)
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TrackVizby ahangchen
Spatio-temporal pattern contruct and model fusion
Python 10Updated: 4 y ago License: No License (No License)
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TwitterGenderPredictorby jtwool
Python implementation of Sap et al.'s gender prediction algorithm for Twitter.
Python 10Updated: 3 y ago License: Weak Copyleft (MPL-2.0)
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DataScience_OttawaU_2019by rahgoar
Course Samples
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face-recognize-by-comeraby fish-kong
1、结合opencv，利用特征提取方法（LDA LBP PCA）进行特征提取建立模型库；2、利用电脑摄像头进行拍照，每隔3秒提取一个正面照进行特征提取，然后与模型库中的样本进行余弦距离相似度计算，实现人脸匹配识别
Python 10Updated: 4 y ago License: No License (No License)
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nodebb-plugin-browsing-usersby barisusakli
Adds browsing users to topics
JavaScript 10Updated: 2 y ago License: Permissive (MIT)
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topicmodelingby RFJHaans
This is the central repository for literature on and applications of the topic modeling methodology. This page was specifically designed for the professional development workshop (PDW) on topic modeling that have taken place at the 2017 and 2018 iterations of the annual Academy of Management Meeting, but is open to anyone interested.
JavaScript 10Updated: 4 y ago License: No License (No License)
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cst-modeling3dby swayli94
Surface and foil modeling via CST method
Python 10Updated: 2 y ago License: Permissive (MIT)
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News_Selectorby jkubajek
Unsupervised model for clustering and summarisation of Polish news articles.
R 10Updated: 4 y ago License: No License (No License)
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ExpAgendaby christophergandrud
A bayesian hierarchical topic model for texts in R. The package implements Grimmer (2010).
R 10Updated: 4 y ago License: No License (No License)
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word2vec-googleby zhyq
word2vec wordembedding embedding google
C 10Updated: 5 y ago License: Permissive (Apache-2.0)
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topic_modelingby ravishchawla
Topic Modeling using LDA and NMF in Python
HTML 10Updated: 4 y ago License: No License (No License)
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NCStateSenateFacebookby wesslen
Structural Topic Modeling of the Facebook posts of NC State Senators
HTML 10Updated: 4 y ago License: No License (No License)
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simpleqby wenzuojing
golang实现的消息队列服务，支持消费主题(topic)以及消费者分组(group)
Go 10Updated: 4 y ago License: No License (No License)
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LCTMby weihua916
Implementation of a Latent Concept Topic Model (LCTM).
C++ 10Updated: 5 y ago License: Permissive (MIT)
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pio-template-text-similarityby goliasz
Text similarity based on Word2Vec vectors.
Scala 10Updated: 4 y ago License: No License (No License)
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ldamcmcby clintpgeorge
Implements several Markov chain Monte Carlo (MCMC) algorithms for the latent Dirichlet allocation (LDA) model
C++ 10Updated: 4 y ago License: Permissive (MIT)
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short_text_topic_modelingby Matyyas
Short Text Topic Modeling notebook example
Jupyter Notebook 10Updated: 4 y ago License: No License (No License)
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nlp-topic-modelsby goerlitz
Application of topic models for topic extraction and similarity search
Jupyter Notebook 10Updated: 4 y ago License: Strong Copyleft (GPL-3.0)
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LDA_Viblo_Recommender_Systemby huyhoang17
Simple Recommender System for Viblo Website using LDA (Latent Dirichlet Allocation)
Jupyter Notebook 10Updated: 4 y ago License: Permissive (MIT)
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poincare-embedding-using-gensimby harmanpreet93
Train poincare embedding using gensim
Jupyter Notebook 10Updated: 4 y ago License: No License (No License)
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Modelsby devforfu
Machine learning models on different topics and competitions
Jupyter Notebook 10Updated: 5 y ago License: No License (No License)
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got-word-embeddingsby jctestud
Fun with Game of Thrones word embeddings
Jupyter Notebook 10Updated: 4 y ago License: No License (No License)
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ssm-bookby ssm-jax
Interactive textbook on state space models
Jupyter Notebook 10Updated: 3 y ago License: Permissive (MIT)
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ttmby smutahoang
Topic models for microblogging content
Java 9Updated: 4 y ago License: No License (No License)
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ProbaseLDAby yao8839836
In PAKDD 2015. Incorporating Probabilistic Knowledge into Topic Models
Java 9Updated: 4 y ago License: No License (No License)
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ParallelGibbsLdaby fishermanff
LDA主题模型Gibbs采样并行实现
Java 9Updated: 5 y ago License: No License (No License)
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Multiterm-Topic-Modelby BobXWu
Code for Short Text Topic Modeling with Flexible Word Patterns
Java 9Updated: 4 y ago License: Permissive (Apache-2.0)
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Landau-Lifshitz-Gilbert-ODE-modelby davidshepherd7
Tools and a simple model for the spatially constant LLG equation
Python 9Updated: 4 y ago License: Strong Copyleft (GPL-3.0)
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SMH-Topic-Discoveryby gibranfp
Large-scale topic discovery with Sampled-MinHashing
Python 9Updated: 4 y ago License: No License (No License)
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DADTby webis-de
Implementation of Disjoint Author-Document Topic Model
Python 9Updated: 4 y ago License: Permissive (MIT)
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retrieval-based-chatbotby vaibhavgeek
This is chat bot which is based on term frequency and inverse document frequency and uses cosine similarity to calculate the same.
Python 9Updated: 4 y ago License: No License (No License)
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