hankcs

Top repositories by stars

• hankcs/HanLP(on leaderboard)

  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

  Python36,137
• hankcs/pyhanlp

  中文分词

  Python3,211
• hankcs/AhoCorasickDoubleArrayTrie

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

  Java1,012
• hankcs/CS224n

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

  Python684
• hankcs/Viterbi

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

  Java379
• hankcs/multi-criteria-cws

  Simple Solution for Multi-Criteria Chinese Word Segmentation

  Python303
• hankcs/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

  Java298
• hankcs/TextRank

  TextRank算法提取关键词的Java实现

  Java205
• hankcs/LDA4j

  A Java implemention of LDA(Latent Dirichlet Allocation)

  Java197
• hankcs/aho-corasick

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

  Java191
• hankcs/TreebankPreprocessing

  Python scripts preprocessing Penn Treebank and Chinese Treebank

  Python161
• hankcs/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）

  Java142
• hankcs/ID-CNN-CWS

  Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

  Python133
• hankcs/neural_net

  反向传播神经网络及应用

  Python86
• hankcs/udacity-deep-learning

  Assignments for Udacity Deep Learning class with TensorFlow in PURE Python, not IPython Notebook

  Python65
• hankcs/AveragedPerceptronPython

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

  Python49
• hankcs/text-classification-svm

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

  Java46
• hankcs/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。

  Java45
• hankcs/hidden-markov-model

  First order HMM with Viterbi, Forward-Backward and Baum-Welch implementations

  Python33
• hankcs/IceNAT

  IceNAT

  Java33
• hankcs/Coursera_NLP_MC

  Coursera Natural Language Processing by Michael Collins Columbia University

  JavaScript29
• hankcs/BERT-token-level-embedding

  Generate BERT token level embedding without pain

  Python27
• hankcs/HanLPAndroidDemo

  HanLP Android Demo

  Java27
• hankcs/sub-character-cws

  Sub-Character Representation Learning

  Python25
• hankcs/coursera-neural-net

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

  Python23
• hankcs/maxent_iis

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

  Java18
• hankcs/gohanlp

  Golang RESTful Client for HanLP

  Go14
• hankcs/distributed-bert

  TensorFlow code and pre-trained models for BERT

  Python11
• hankcs/iparser

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

  Python11
• hankcs/DeepBiaffineParserMXNet

  An experimental implementation of biaffine parser using MXNet

  Python10
• hankcs/OpenCC-to-HanLP

  无损转换OpenCC词典为HanLP格式

  Python9
• hankcs/chinese-corpus

  中文相关词典和语料库。

  9
• hankcs/libsvm

  A Java Maven port of libsvm

  9
• hankcs/RenrenAlbumDownloader

  人人网全部好友相册下载器

  Python7
• hankcs/word2vec-lucene

  This tool extracts word vectors from Lucene index.

  Java3
• hankcs/gluon-nlp

  NLP made easy

  Python2
• hankcs/stanford_dl_ex

  MATLAB2
• hankcs/DeepLearning

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

  Java2
• hankcs/TextClassification

  文本分类

  Java2
• hankcs/word2vec

  word2vec的Java并行实现

  Java2
• hankcs/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".

  Java2
• hankcs/dsa-java

  Data Structures and Algorithms in Java

  Java1
• hankcs/bolt_splits

  Split Broad Operational Language Translation corpus into train/dev/test set

  Python1
• hankcs/keras-rl2

  Reinforcement learning with tensorflow 2 keras

  Python1
• hankcs/web-data

  The repo to host all the web data including images for documents in dmlc projects.

  Jupyter Notebook1
• hankcs/stanford_dl_ex-solutions

  Deep neural network and deep convolutional network with AdaGrad and AdaDec

  MATLAB1
• hankcs/zanata-platform

  Zanata is a web-based system for translators to translate documentation and software online using a web browser.

  Java1
• hankcs/word2vec-google

  Google's word2vec with CMake configuration

  C1
• hankcs/hmm

  First commit

  Python1
• hankcs/sumy

  Module for automatic summarization of text documents and HTML pages.

  Python1
• hankcs/word2vec-sentiments

  Tutorial for Sentiment Analysis using Doc2Vec in gensim (or "getting 87% accuracy in sentiment analysis in under 100 lines of code")

  Jupyter Notebook1
• hankcs/datumbox-framework

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

  Java1
• hankcs/TrieHard

  A generic compact Trie implementation in Java. Built for high-performance applications.

  Java1
• hankcs/tmsvm

  Python1
• hankcs/myutil

  hello

  Java1
• hankcs/Dictionaries

  Java implementation of a DFA dictionary data structure

  Java1
• hankcs/appworld

  🌍 Repository for "AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agent", ACL'24 Best Resource Paper.

  Python0
• hankcs/dataflow-evaluation-toolkit

  Python0
• hankcs/OpenDF

  Code to reproduce LREC Paper Simplifying Semantic Annotations of SMCalFlow

  Python0
• hankcs/swne

  Switchboard Named Entity Corpus

  Python0
• hankcs/mini_racer

  Minimal embedded v8

  JavaScript0
• hankcs/discourse-elasticsearch

  discourse plugin to support elasticsearch

  JavaScript0
• hankcs/data-science

  Practical Approaches to Data Science with Text

  TeX0
• hankcs/elit

  Evolution of Language and Information Technology

  Python0
• hankcs/tree-viewer

  A d3.js syntax tree viewer

  HTML0
• hankcs/UFLDL-tutorial

  Deep Learning and Unsupervised Feature Learning Tutorial Solutions

  Jupyter Notebook0
• hankcs/ufldl_tutorial

  Stanford Unsupervised Feature Learning and Deep Learning Tutorial

  Python0
• hankcs/span-parser

  Python0
• hankcs/Large-Margin-Structured-Perceptron

  Implementation of a large margin structured perceptron, including instances for sequence labeling, quotation extraction and dependency parsing.

  Java0
• hankcs/aptagger

  An implementation of Matthew Honnibal's fast and accurate part-of-speech tagger based on the Averaged Perceptron

  Java0
• hankcs/pylbfgs

  the python implementation of L-BFGS

  Python0
• hankcs/python-crf

  Python implementation of linear-chain conditional random fields.

  Python0
• hankcs/nndl

  Another Chinese Translation of Neural Networks and Deep Learning

  TeX0
• hankcs/bayon

  a simple and fast clustering tool

  C++0
• hankcs/cmake-swig-java

  Minimal example of using SWIG to call C++ code from Java, with a CMake cross-platform build system.

  CMake0
• hankcs/word2vec-c11

  Word2Vec in C++ 11

  C++0
• hankcs/word2vec-doc2vec

  An extension of word2vec to efficiently represent new text as vectors. New text can be query, sentence and paragraph.

  C0
• hankcs/word2vec-cmake

  C0
• hankcs/commons

  Common classes, mostly pertaining to concurrency.

  Java0
• hankcs/pymining

  python data mining platform

  Python0
• hankcs/maxent-1

  A simple maximum entropy implementation with IIS learning algorithm.

  Java0
• hankcs/Java-BloomFilter

  A stand-alone Bloom filter implementation written in Java

  Java0
• hankcs/Txt2Vec

  Txt2Vec is a toolkit to represent text by vector. It's based on Google's word2vec project.

  C#0
• hankcs/CRFSharp

  CRFSharp is Conditional Random Fields implemented by .NET(C#), a machine learning algorithm for learning from labeled sequences of examples.

  C#0
• hankcs/Contest

  Contest

  C++0
• hankcs/darts-clone-java

  A Java port of darts-clone.

  Java0
• hankcs/pcrf

  Python Linear CRF

  Python0