iaminblacklist

Tencent2019_Finals_Rank1st

2019腾讯广告算法大赛完整代码（冠军）

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/

WWW20-Hands-on-Tutorial

Materials for DGL hands-on tutorial in WWW 2020

GNN4NLP-Papers

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

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Company-Names-Corpus

公司名语料库。机构名语料库。公司简称,缩写,品牌词,企业名。可用于中文分词、机构名实体识别。

Chinese-Text-Classification-Pytorch

基于Pytorch实现的中文文本分类脚手架，以及常用模型对比。

Bert-Chinese-Text-Classification-Pytorch

使用Bert，ERNIE，进行中文文本分类

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。

albert_pytorch

A Lite Bert For Self-Supervised Learning Language Representations

MT-DNN

Multi-Task Deep Neural Networks for Natural Language Understanding

XAIGen

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

transformers

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

Text-Classification

Implementation of papers for text classification task on DBpedia

NLP-model

Chinese-BERT-wwm

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

fairseq

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

epidemic-sentence-pair

天池 疫情相似句对判定大赛 线上第一名方案

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

bert

TensorFlow code and pre-trained models for BERT

keras-bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

text_data_enhancement_with_LaserTagger

Modify Chinese text, modified on LaserTagger Model. 文本复述，基于lasertagger做中文文本数据增强。

Keras-TextClassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

StratosphereLinuxIPS

Slips, a free software behavioral Python intrusion prevention system (IDS/IPS) that uses machine learning to detect malicious behaviors in the network traffic. Stratosphere Laboratory, AIC, FEL, CVUT in Prague.

joy

A package for capturing and analyzing network flow data and intraflow data, for network research, forensics, and security monitoring.

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

主要展示Datawhale的组队学习计划。

Machine-Learning-Session