surefirelin

learn

记录python,pytorch,git等工具的学习过程，主要是对该工具常用部分进行实践。

ALBERT

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

BAG

Implementation for NAACL-2019 paper

BERT-related-papers

BERT-related papers

CLUEDatasetSearch

搜索所有中文NLP数据集，附常用英文NLP数据集

contextualized-topic-models

A python package to run contextualized topic modeling

Crash-Course-Computer-Science-Chinese

:computer: 计算机速成课 | Crash Course 字幕组 (全40集 2018-5-1 精校完成)

DeepLearningNotes

《深度学习》花书手推笔记

Dive_into_DL_PyTorch

notebook by zl

DL_EventExtractionPapers

2015年以来基于深度学习方法的事件抽取论文整理

DynamicGCN

joyful-pandas

Pandas中文教程

K-BERT

Source code of K-BERT (AAAI2020)

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

news-retrieval

CENG596 Information Retrieval Term Project

newspaper

News, full-text, and article metadata extraction in Python 3. Advanced docs:

nlp-paper

NLP Paper

PRML

PRML algorithms implemented in Python

pycaret

Python-Knowledge-Handbook

Python Knowledge Handbook by Python数据之道， website： http://liyangbit.com/

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

Statistical-Learning-Method_Code

手写实现李航《统计学习方法》书中全部算法

team-learning-data-mining

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

team-learning-nlp

主要存储Datawhale组队学习中“自然语言处理”方向的资料。

team-learning-program

主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。

Temporal-and-Evolving-KG

TextMatch

QA match/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）

torchkge

TorchKGE: Knowledge Graph embedding in Python and PyTorch.

ucasthesis

[最新样式] **科学院大学学位论文 LaTeX 模板 LaTeX Thesis Template for the University of Chinese Academy of Sciences

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.