sheller2010's repositories
ACL2019-ODEE
This is the code for our ACL 2019 paper "Open Domain Event Extraction Using Neural Latent Variable Models"
Awesome-Chinese-NLP
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
awesome-rl
Reinforcement learning resources curated
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
deeplearning
深度学习相关的模型训练、评估和预测相关代码
Dive-into-DL-PyTorch
本项目将《动手学深度学习》（Dive into Deep Learning）原书中的MXNet代码实现改为PyTorch实现。
DSMO.course
Data Science and Matrix Optimization course
freqpattern
Frequent Pattern Mining
KE
Knowledge Embedding
mlss-2016
MLSS 2016 material.
MLSS-2017
MLSS 2017: Tutorial on Social Network Analysis
NERE
Named Entity Recognition & Relation Extraction
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
PRML
Pattern recognition and machine learning toolbox
pyprobml
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
python-topic-model
Implementation of various topic models
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
stopwords-1
中文常用停用词表（哈工大停用词表、百度停用词表等）
tensorlayer
Deep Learning and Reinforcement Learning Library for Scientists
text_classification
all kinds of text classification models and more with deep learning