Neural Network Libraries - Page 1

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bertby google-research

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TensorFlow code and pre-trained models for BERT

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            AiLearningby apachecn

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            AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

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                      deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)

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                                vit-pytorchby lucidrains

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                                Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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                                          Screenshot-to-codeby emilwallner

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                                          A neural network that transforms a design mock-up into a static website.

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                                                    brain.jsby BrainJS

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                                                    🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js

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                                                              numpy-mlby ddbourgin

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                                                              Machine learning, in numpy

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                                                                        tutorialsby MorvanZhou

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                                                                        机器学习相关教程

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                                                                                  DeepLearningby Mikoto10032

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                                                                                  深度学习入门教程, 优秀文章, Deep Learning Tutorial

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                                                                                            numpy-100by rougier

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                                                                                            100 numpy exercises (with solutions)

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                                                                                                      PaddleNLPby PaddlePaddle

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                                                                                                      👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.

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                                                                                                                bert-as-serviceby hanxiao

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                                                                                                                Mapping a variable-length sentence to a fixed-length vector using BERT model

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                                                                                                                          Python dotstar image 8889 dotVersion:Currentdot
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                                                                                                                          🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

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                                                                                                                                    Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)

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                                                                                                                                              brainby harthur

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                                                                                                                                              [UNMAINTAINED] Simple feed-forward neural network in JavaScript

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                                                                                                                                                        gpt-neoby EleutherAI

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                                                                                                                                                        An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

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                                                                                                                                                                  A PyTorch implementation of the Transformer model in "Attention is All You Need".

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                                                                                                                                                                            tokenizersby huggingface

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                                                                                                                                                                            💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

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                                                                                                                                                                                      GPT2-Chineseby Morizeyao

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                                                                                                                                                                                      Chinese version of GPT2 training code, using BERT tokenizer.

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                                                                                                                                                                                                A

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                                                                                                                                                                                                A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

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                                                                                                                                                                                                          Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

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                                                                                                                                                                                                                    nmtby tensorflow

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                                                                                                                                                                                                                    TensorFlow Neural Machine Translation Tutorial

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                                                                                                                                                                                                                              gpt-neoxby EleutherAI

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                                                                                                                                                                                                                              An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

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                                                                                                                                                                                                                                        BERT-pytorchby codertimo

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                                                                                                                                                                                                                                        Google AI 2018 BERT pytorch implementation

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                                                                                                                                                                                                                                                  seq2seq-coupletby wb14123

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                                                                                                                                                                                                                                                  Play couplet with seq2seq model. 用深度学习对对联。

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                                                                                                                                                                                                                                                            Megatron-LMby NVIDIA

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                                                                                                                                                                                                                                                            Ongoing research training transformer models at scale

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                                                                                                                                                                                                                                                                      neuraltalkby karpathy

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                                                                                                                                                                                                                                                                      NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

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                                                                                                                                                                                                                                                                                bertvizby jessevig

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                                                                                                                                                                                                                                                                                BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

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                                                                                                                                                                                                                                                                                          DALLE-pytorchby lucidrains

                                                                                                                                                                                                                                                                                          Python dotstar image 5230 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                          Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

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                                                                                                                                                                                                                                                                                                    textgenrnnby minimaxir

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                                                                                                                                                                                                                                                                                                    Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

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                                                                                                                                                                                                                                                                                                              pytorch-seq2seqby bentrevett

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                                                                                                                                                                                                                                                                                                              Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

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                                                                                                                                                                                                                                                                                                                        Python dotstar image 4459 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                        中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。

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                                                                                                                                                                                                                                                                                                                                  LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

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                                                                                                                                                                                                                                                                                                                                            BERTopicby MaartenGr

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

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                                                                                                                                                                                                                                                                                                                                                      Tensorflow-Tutorialby MorvanZhou

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                                                                                                                                                                                                                                                                                                                                                      Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

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                                                                                                                                                                                                                                                                                                                                                                pycorrectorby shibing624

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                                                                                                                                                                                                                                                                                                                                                                pycorrector is a toolkit for text error correction. 文本纠错,Kenlm,ConvSeq2Seq,BERT,MacBERT,ELECTRA,ERNIE,Transformer,T5等模型实现,开箱即用。

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                                                                                                                                                                                                                                                                                                                                                                          Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

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                                                                                                                                                                                                                                                                                                                                                                                    Python dotstar image 3909 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                    CNN-RNN中文文本分类,基于TensorFlow

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                                                                                                                                                                                                                                                                                                                                                                                              Lasagneby Lasagne

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                                                                                                                                                                                                                                                                                                                                                                                              Lightweight library to build and train neural networks in Theano

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                                                                                                                                                                                                                                                                                                                                                                                                        albert_zhby brightmart

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                                                                                                                                                                                                                                                                                                                                                                                                        A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

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                                                                                                                                                                                                                                                                                                                                                                                                                  Informer2020by zhouhaoyi

                                                                                                                                                                                                                                                                                                                                                                                                                  Python dotstar image 3778 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                  The GitHub repository for the paper "Informer" accepted by AAAI 2021.

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                                                                                                                                                                                                                                                                                                                                                                                                                            speech-to-text-wavenetby buriburisuri

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                                                                                                                                                                                                                                                                                                                                                                                                                            Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

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                                                                                                                                                                                                                                                                                                                                                                                                                                      dartsby quark0

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                                                                                                                                                                                                                                                                                                                                                                                                                                      Differentiable architecture search for convolutional and recurrent networks

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                                                                                                                                                                                                                                                                                                                                                                                                                                                simpletransformersby ThilinaRajapakse

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                                                                                                                                                                                                                                                                                                                                                                                                                                                Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Python dotstar image 3565 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Handwriting Synthesis with RNNs ✏️

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    tsaiby timeseriesAI

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              tensorflow_poemsby jinfagang

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Python dotstar image 3556 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                              no licences License: No License (No License)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              中文古诗自动作诗机器人,屌炸天,基于tensorflow1.10 api,正在积极维护升级中,快star,保持更新!

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        spark-nlpby JohnSnowLabs

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Scala dotstar image 3279 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        State of the Art Natural Language Processing

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  chatbotby zhaoyingjun

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Python dotstar image 3219 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  no licences License: No License (No License)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  ChatGPT带火了聊天机器人,主流的趋势都调整到了GPT类模式,本项目也与时俱进,会在近期更新GPT类版本。基于本项目和自己的语料可以训练出自己想要的聊天机器人,用于智能客服、在线问答、闲聊等场景。

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            seq2seqby farizrahman4u

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Python dotstar image 3162 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            License: Strong Copyleft (GPL-2.0)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Sequence to Sequence Learning with Keras

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      bertby google-research
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      TensorFlow code and pre-trained models for BERT
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 34473dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                AiLearningby apachecn
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 31033dotUpdated: 3 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          deeplearning_ai_booksby fengdu78
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          HTMLdotstar image 16066dotUpdated: 1 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    vit-pytorchby lucidrains
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 14382dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Screenshot-to-codeby emilwallner
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A neural network that transforms a design mock-up into a static website.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              HTMLdotstar image 14035dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        brain.jsby BrainJS
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        TypeScriptdotstar image 13755dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  numpy-mlby ddbourgin
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Machine learning, in numpy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 11766dotUpdated: 1 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            tutorialsby MorvanZhou
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            机器学习相关教程
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 10739dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      DeepLearningby Mikoto10032
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      深度学习入门教程, 优秀文章, Deep Learning Tutorial
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebookdotstar image 10420dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                numpy-100by rougier
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                100 numpy exercises (with solutions)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 10394dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          PaddleNLPby PaddlePaddle
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 9417dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    bert-as-serviceby hanxiao
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Mapping a variable-length sentence to a fixed-length vector using BERT model
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 9373dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              External-Attention-pytorchby xmu-xiaoma666
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 8889dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Chinese-BERT-wwmby ymcui
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 8439dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  brainby harthur
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  [UNMAINTAINED] Simple feed-forward neural network in JavaScript
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  JavaScriptdotstar image 8013dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            gpt-neoby EleutherAI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 7866dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      attention-is-all-you-need-pytorchby jadore801120
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      A PyTorch implementation of the Transformer model in "Attention is All You Need".
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 7565dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                tokenizersby huggingface
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Rustdotstar image 7111dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          GPT2-Chineseby Morizeyao
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Chinese version of GPT2 training code, using BERT tokenizer.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 6977dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    ASRT_SpeechRecognitionby nl8590687
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 6646dotUpdated: 1 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Stock-Prediction-Modelsby huseinzol05
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Jupyter Notebookdotstar image 6412dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        nmtby tensorflow
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        TensorFlow Neural Machine Translation Tutorial
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 6232dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  gpt-neoxby EleutherAI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 5633dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            BERT-pytorchby codertimo
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Google AI 2018 BERT pytorch implementation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 5545dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      seq2seq-coupletby wb14123
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Play couplet with seq2seq model. 用深度学习对对联。
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 5444dotUpdated: 1 y agodot License: Strong Copyleft (AGPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Megatron-LMby NVIDIA
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Ongoing research training transformer models at scale
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 5415dotUpdated: 1 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          neuraltalkby karpathy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 5322dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    bertvizby jessevig
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 5282dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              DALLE-pytorchby lucidrains
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 5230dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        textgenrnnby minimaxir
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 4902dotUpdated: 1 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  pytorch-seq2seqby bentrevett
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Jupyter Notebookdotstar image 4534dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Chinese-Text-Classification-Pytorchby 649453932
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 4459dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      LSTM-Neural-Network-for-Time-Series-Predictionby jaungiers
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 4334dotUpdated: 1 y agodot License: Strong Copyleft (AGPL-3.0)
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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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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Tensorflow-Tutorialby MorvanZhou
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 4279dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    pycorrectorby shibing624
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    pycorrector is a toolkit for text error correction. 文本纠错,Kenlm,ConvSeq2Seq,BERT,MacBERT,ELECTRA,ERNIE,Transformer,T5等模型实现,开箱即用。
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 4230dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              pytorch-sentiment-analysisby bentrevett
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Jupyter Notebookdotstar image 3924dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        text-classification-cnn-rnnby gaussic
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        CNN-RNN中文文本分类,基于TensorFlow
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 3909dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Lasagneby Lasagne
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Lightweight library to build and train neural networks in Theano
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 3838dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            albert_zhby brightmart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 3823dotUpdated: 1 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Informer2020by zhouhaoyi
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      The GitHub repository for the paper "Informer" accepted by AAAI 2021.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 3778dotUpdated: 1 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                speech-to-text-wavenetby buriburisuri
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 3746dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          dartsby quark0
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Differentiable architecture search for convolutional and recurrent networks
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  中文古诗自动作诗机器人,屌炸天,基于tensorflow1.10 api,正在积极维护升级中,快star,保持更新!
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ChatGPT带火了聊天机器人,主流的趋势都调整到了GPT类模式,本项目也与时俱进,会在近期更新GPT类版本。基于本项目和自己的语料可以训练出自己想要的聊天机器人,用于智能客服、在线问答、闲聊等场景。
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