hankcs

HanLP. 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

pyhanlp. 中文分词

AhoCorasickDoubleArrayTrie. An extremely fast implementation of Aho Corasick algorithm based on Double Array Trie.

CS224n. CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

Viterbi. An implementation of HMM-Viterbi Algorithm 通用的维特比算法实现

multi-criteria-cws. Simple Solution for Multi-Criteria Chinese Word Segmentation

hanlp-lucene-plugin. HanLP中文分词Lucene插件，支持包括Solr在内的基于Lucene的系统

TextRank. TextRank算法提取关键词的Java实现

LDA4j. A Java implemention of LDA(Latent Dirichlet Allocation)

aho-corasick. Aho-Corasick的Java实现，针对Ascii优化，支持Unicode。

TreebankPreprocessing. Python scripts preprocessing Penn Treebank and Chinese Treebank

MainPartExtractor. 主谓宾提取器的Java实现（对斯坦福的代码失去兴趣，不再维护）

ID-CNN-CWS. Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

neural_net. 反向传播神经网络及应用

udacity-deep-learning. Assignments for Udacity Deep Learning class with TensorFlow in PURE Python, not IPython Notebook

AveragedPerceptronPython. Clone of "A Good Part-of-Speech Tagger in about 200 Lines of Python" by Matthew Honnibal

text-classification-svm. The missing SVM-based text classification module implementing HanLP's interface

MaxEnt. 这是一个最大熵的简明Java实现，提供提供训练与预测接口。训练算法采用GIS训练算法，附带示例训练集和一个天气预测的Demo。

hidden-markov-model. First order HMM with Viterbi, Forward-Backward and Baum-Welch implementations

IceNAT. IceNAT

Coursera_NLP_MC. Coursera Natural Language Processing by Michael Collins Columbia University

BERT-token-level-embedding. Generate BERT token level embedding without pain

HanLPAndroidDemo. HanLP Android Demo

sub-character-cws. Sub-Character Representation Learning

coursera-neural-net. Assignments for Geoffrey Hinton's Neural Net Course on Coursera, translated from (gross)Matlab into (beautiful)Python.

maxent_iis. 最大熵-IIS（Improved Iterative Scaling）训练算法的Java实现

gohanlp. Golang RESTful Client for HanLP

iparser. Yet another dependency parser, integrated with tokenizer, tagger and visualization tool.

distributed-bert. TensorFlow code and pre-trained models for BERT

DeepBiaffineParserMXNet. An experimental implementation of biaffine parser using MXNet

chinese-corpus. 中文相关词典和语料库。

OpenCC-to-HanLP. 无损转换OpenCC词典为HanLP格式

libsvm. A Java Maven port of libsvm

RenrenAlbumDownloader. 人人网全部好友相册下载器

word2vec-lucene. This tool extracts word vectors from Lucene index.

word2vec. word2vec的Java并行实现

stanford_dl_ex. MATLAB

TextClassification. 文本分类

DeepLearning. Deep Learning (Python, C, C++, Java, Scala, Go)

gluon-nlp. NLP made easy

MA-FSA. This is a minimal acyclic finite-state automata algorithm in Java based on the paper, "Incremental Construction of Minimal Acyclic Finite-State Automata".

dsa-java. Data Structures and Algorithms in Java

sumy. Module for automatic summarization of text documents and HTML pages.

tmsvm. Python

datumbox-framework. Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.

Dictionaries. Java implementation of a DFA dictionary data structure