iDylanCui

ChineseResearchLaTeX

**科研常用LaTeX模板集

GitHub-Chinese-Top-Charts

:cn: GitHub中文排行榜，各语言分设「软件 | 资料」榜单，精准定位中文好项目。各取所需，高效学习。

DataScienceStudyNotes

这个仓库保管从（数据科学学习手札69）开始的所有代码、数据等相关附件内容

Python-100-Days

Python - 100天从新手到大师

easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

JLU_Dissertation

吉林大学学位论文Latex模板

ggplot2-book

ggplot2: elegant graphics for data analysis

leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

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。

fuzzywuzzy

Fuzzy String Matching in Python

CS224N-Stanford-Winter-2019

The collection of ALL relevant materials about CS224N-Stanford/Winter 2019 course. THANKS TO THE PROFESSOR AND TAs! 斯坦福大学CS224N 【2019】课程的【所有】相关的资料。感谢Chris Manning教授和Abigail See，感谢所有助教！

text_classification

all kinds of text classification models and more with deep learning

NER

BiLSTM+CRF by Pytorch and classic CRF by pysuite 基于双向循环神经网络和CRF特征模板的信息抽取

LatticeLSTM

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

Mac-list

Mac软件清单、Mac使用技巧整理，正在不断完善中。努力做到最全。

ccks2019-ckbqa-4th-codes

中文知识库问答代码，CCKS2019 CKBQA评测第四名解决方案

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

magnitude

A fast, efficient universal vector embedding utility package.

pytorch-nlp-notebooks

Learn how to use PyTorch to solve some common NLP problems with deep learning.

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

Text-Classification-Models-Pytorch

Implementation of State-of-the-art Text Classification Models in Pytorch

BuboQA

Simple question answering over knowledge graphs (Mohammed et al., NAACL 2018)

kbqa-ar-smcnn

Question answering over Freebase (single-relation)

GNN4NLP-Papers

A list of recent papers about Graph Neural Network methods applied in NLP areas.

KnowledgeGraphCourse

东南大学《知识图谱》研究生课程

KnowledgeGraphData

史上最大规模1.4亿中文知识图谱开源下载

CSQA_Code

RE-Net

Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)

Knowledge-Aware-Reader

PyTorch implementation of the ACL 2019 paper "Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader"