TextProcessing

A Text Processing Portal for Humans http://textprocessing.org/

Categories

• Books
• Courses
• Python
• Java
• C/C++
• Ruby
• Scala
• Perl
• Matlab
• R
• Go

Books

A collection of text processing books

• Text Processing Book: Speech and Language Processing, 2nd Edition
• Foundations of Statistical Natural Language Processing, 1st Edition
• Natural Language Processing with Python 1st Edition
• Python Text Processing with NLTK 2.0 Cookbook
• Text Processing in Python 1st Edition
• Python 2.6 Text Processing Beginners Guide
• Python 2.6 Text Processing Beginners Guide
• Taming Text: How to Find, Organize, and Manipulate It 1st Edition
• Text Processing with Ruby
• Speech and Language Processing (3rd ed. draft)

Courses

A collection of text processing courses

• Stanford Natural Language Processing
• Natural Language Processing by Columbia University
• Text Mining and Analytics
• Introduction to Natural Language Processing
• Stanford Deep Learning for Natural Language Processing
• Umass: Introduction to Natural Language Processing

Python

A collection of python open source text processing projects

• NLTK: Natural Language Toolkit
• spaCy: BUILD TOMORROW’S LANGUAGE TECHNOLOGIES
• TextBlob: Simplified Text Processing
• MBSP for Python
• Pattern
• Gensim: Topic Modelling for Humans
• Jieba: Chinese text segmentation
• langid.py: Stand-alone language identification system
• Sumy: Automatic text summarizer
• summarize: A python library for simple text summarization
• Reduction
• RAKE: A python implementation of the Rapid Automatic Keyword Extraction
• tagger: A Python module for extracting relevant tags from text documents
• topia.termextract: Content Term Extraction using POS Tagging
• summarizer: A multidocument text summarizer
• TextTeaser: Official version of TextTeaser
• Pyteaser: Summarizes news articles by providing an url
• hmmlearn: Hidden Markov Models in Python
• Python stemming library using snowball stemmers
• IEPY: Information Extraction in Python
• Python implementation of TextRank algorithm
• SpeechRecognition:Library for performing speech recognition
• NLP-Caffe: natural language processing with Caffe
• Quepy: A python framework to transform natural language questions to queries in a database query language
• Cause of Why
• semanticizest: Standalone Semanticizer
• nlgserv: JSON HTTP wrapper for SimpleNLG
• gensim-simserver: Document similarity server, using gensim
• pocketsphinx-python: Python interface to CMU SphinxBase and PocketSphinx libraries
• PyJulius: Python interface to Julius speech recognition engine
• Theano
• Pylearn2: A machine learning research library
• Blocks: A Theano framework for building and training neural networks
• TensorFlow is an Open Source Software Library for Machine Intelligence
• Lasagne: Lightweight library to build and train neural networks in Theano
• Keras: Deep Learning library for Theano and TensorFlow
• Chainer: A Powerful, Flexible, and Intuitive Framework of Neural Networks
• The Nengo Neural Simulator
• CUDAMat: Python module for performing basic dense linear algebra computations on the GPU using CUDA
• Gnumpy
• ELEKTRONN: A highly configurable toolkit for training 3d/2d CNNs and general Neural Networks
• vivekn sentiment: Sentiment analysis using machine learning techniques
• textacy: higher-level NLP built on spaCy
• segtok: sentence segmentation and word tokenization tools

Java

A collection of java open source text processing projects

• Stanford CoreNLP
• Stanford Log-linear Part-Of-Speech Tagger
• Stanford Named Entity Recognizer (NER)
• The Stanford Parser: A statistical parser
• Stanford Word Segmenter
• Stanford Classifer
• Stanford Tokenizer
• Stanford Open Information Extraction
• ClearNLP：Software and resources for natural language processing
• Apache OpenNLP
• GATE: a full-lifecycle open source solution for text processing
• LingPipe
• THUTag: A Package of Keyphrase Extraction and Social Tag Suggetion
• [KEA: