SnailDM's repositories
TextBrewer
A PyTorch-based knowledge distillation toolkit for natural language processing
classifier_multi_label
multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification
CLUENER2020
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
Knowledge-Distillation-NLP
some demos of Knowledge Distillation in NLP
InfoSpider
INFO-SPIDER 是一个集众多数据源于一身的爬虫工具箱🧰，旨在安全快捷的帮助用户拿回自己的数据，工具代码开源，流程透明。支持数据源包括GitHub、QQ邮箱、网易邮箱、阿里邮箱、新浪邮箱、Hotmail邮箱、Outlook邮箱、京东、淘宝、支付宝、**移动、**联通、**电信、知乎、哔哩哔哩、网易云音乐、QQ好友、QQ群、生成朋友圈相册、浏览器浏览历史、12306、博客园、CSDN博客、开源**博客、简书。
lightText
文本处理相关库，目前包括新词发现、字符串匹配等功能。
Flat-Lattice-Transformer
code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer
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。
CasRel
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
bert_distill
BERT distillation（基于BERT的蒸馏实验 ）
Read_Bert_Code
Bert源码阅读与讲解(Pytorch版本)
eat_pytorch_in_20_days
Pytorch🍊🍉 is delicious, just eat it! 😋😋
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
BERT-pytorch
Google AI 2018 BERT pytorch implementation
nlp-beginner-finish
此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务，所有代码都经过测试,可以正常运行。
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
ML_Notes
机器学习算法的公式推导以及numpy实现
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
hanzi_chaizi
汉字拆字库，可以将汉字拆解成偏旁部首，在机器学习中作为汉字的字形特征
simpletransformers
Transformers made simple with training, evaluation, and prediction possible with one line each. Currently supports Sequence Classification (binary, multiclass, multilabel, sentence pair), Token Classification (NER), Question Answering, and Regression tasks. Built on top of the Hugging Face Transformer library.
text_gcn
Graph Convolutional Networks for Text Classification. AAAI 2019
kbc
Tools for state of the art Knowledge Base Completion.
Multi-Label-Text-Classification-for-Chinese
pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.
early-stopping-pytorch
Early stopping for PyTorch