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hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁

information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

latticelstm

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

learn-regex

Learn regex the easy way

learning-nlp

nlp in action

lectures

Oxford Deep NLP 2017 course

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lime

Lime: Explaining the predictions of any machine learning classifier

ml-tutorial-experiment

Coding the Machine Learning Tutorial for Learning to Learn

new-word-detection

新词发现算法(NewWordDetection)

nlp-beginner

NLP上手教程

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

pwc

Papers with code. Sorted by stars. Updated weekly.

python

All Algorithms implemented in Python

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

relation-network-tensorflow

Tensorflow implementations of Relational Networks and a VQA dataset named Sort-of-CLEVR proposed by DeepMind.

scikit-learn

scikit-learn: machine learning in Python

segphrase

simplified-deeplearning

Simplified implementations of deep learning related works

spm_toolkit

Neural network toolkit for sentence pair modeling.

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

stgcn_ijcai-18

Spatio-Temporal Graph Convolutional Networks

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

text_classification

all kinds of text classificaiton models and more with deep learning

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

zh-ner-tf

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)