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allennlp

An open-source NLP research library, built on PyTorch.

attention-is-all-you-need-pytorch

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

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

awesome-speech-enhancement

speech enhancement\speech seperation\sound source localization

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In PyTorch Learing Neural Networks Likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

convts

crawler_aika_car

da

Unsupervised Domain Adaptation Papers and Code

deep-clustering-for-speech-separation

Pytorch implements Deep Clustering: Discriminative Embeddings For Segmentation And Separation

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

dialoguechallenge-tutorial

人机对话评测任务整理（DSTC、ConAI2、SMP-ECDT、JD DC）；重点介绍中文人机对话评测（SMP-ECDT）相关任务及方案。

dptnet

elmo

ernie-pytorch

ERNIE Pytorch Version

espnet

End-to-End Speech Processing Toolkit

examples-of-web-crawlers

一些有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、豆瓣、QQ等网站。

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

finetune_mlm

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

mask-language-model

pytorch； mask language model ； bert

model-attention-word_embeding-char_embedding

nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

nlp-conferences-code

NLP-Conferences-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI)

nlp-projects

text preprocess, word2vec, sentence2vec, text classification (includes sentiment analysis), Chinese word segmentation, Hidden Markov Model, CRFs, named entity recognition, knowledge graph, dialog system, machine reading comprehension, pretraining language model (i.e., BERT, ELMo, GPT)

nlp_paper_summaries

✍️ A carefully curated list of NLP paper summaries

python

All Algorithms implemented in Python

pytorch-distributed-training

Simple tutorials on Pytorch DDP training

pytorch-lightning-template

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well.

pytorch-seq2seq

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

sad_fb

VAD using TDNN-LSTM