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ailearning

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

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

albert_pytorch

A Lite Bert For Self-Supervised Learning Language Representations

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

anserini

A Lucene toolkit for replicable information retrieval research

autokeras

Accessible AutoML for deep learning.

awesome-chinese-nlp

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

awesome-deep-learning-papers

The most cited deep learning papers

awesome-knowledge-graph

A collection of knowledge graph papers and reading notes.

awesome-neural-models-for-semantic-match

A curated list of papers dedicated to neural text (semantic) matching.

awesome-papers-fewshot

Collection for Few-shot Learning

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-sentence-embedding

A curated list of pretrained sentence and word embedding models

bag

Implementation for NAACL-2019 paper

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

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

bert-event-extraction

Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus

bert-related-papers

BERT-related papers

birch

Document ranking via sentence modeling using BERT

catena

cec-corpus

:books:中文突发事件语料库（Chinese Emergency Corpus）-上海大学-语义智能实验室

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

chinese-bert-wwm

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

chinese-poetry

最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

clean-python

Source Code for 'Clean Python' by Sunil Kapil

cluedatasetsearch

搜索所有中文NLP数据集，附常用英文NLP数据集

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"