Natural language processing

Natural language processing (NLP) is a field of computer science that studies how computers and humans interact. In the 1950s, Alan Turing published an article that proposed a measure of intelligence, now called the Turing test. More modern techniques, such as deep learning, have produced results in the fields of language modeling, parsing, and natural-language tasks.

Wikipedia

Created by Alan Turing

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Repositories 1,896

oxford-cs-deepnlp-2017 / lectures

9.5k

Oxford Deep NLP 2017 course

deep-learning machine-learning natural-language-processing nlp oxford

Updated Jun 12, 2017

nlp-compromise / compromise

natural language processing, in javascript

nlp part-of-speech named-entity-recognition

JavaScript Updated Oct 11, 2017

explosion / spaCy

5.7k

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

natural-language-processing data-science big-data machine-learning python cython nlp artificial-intelligence ai spacy nlp-library

Python Updated Oct 11, 2017

nltk / nltk

5.4k

NLTK Source

nltk python nlp natural-language-processing machine-learning

Python Updated Oct 11, 2017

RaRe-Technologies / gensim

5.2k

Topic Modelling for Humans

gensim topic-modeling information-retrieval machine-learning natural-language-processing nlp data-science python data-mining word2vec word-embeddings text-summarization neural-network document-similarity word-similarity fasttext

Python Updated Oct 11, 2017

sloria / TextBlob

4.3k

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, a…

nlp nltk pattern python python-3 python-2 natural-language-processing

Python Updated Aug 16, 2017

stanfordnlp / CoreNLP

3.8k

Stanford CoreNLP: A Java suite of core NLP tools.

natural-language-processing nlp nlp-parsing named-entity-recognition stanford-nlp

Java Updated Oct 11, 2017

hankcs / HanLP

3.7k

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自动摘要短语提取拼音简繁转换

nlp natural-language-processing hanlp java crf hmm trie textrank doublearraytrie conll neural-network maxent chinese-word-segmentation text-mining pos-tagging dependency-parser

Java Updated Oct 10, 2017

NLPchina / ansj_seg

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ansj分词.ict的真正java实现.分词效果速度都超过开源版的ict. 中文分词,人名识别,词性标注,用户自定义词典

nlp chinese ansj java

Java Updated Oct 11, 2017

chiphuyen / stanford-tensorflow-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

tensorflow deep-learning tutorial nlp natural-language-processing chatbot machine-learning stanford course-materials

Python Updated Sep 20, 2017

wooorm / franc

2.4k

Natural language detection

javascript natural-language language-detection nlp natural language detection detect

JavaScript Updated Oct 5, 2017

nfmcclure / tensorflow_cookbook

2.1k

Code for Tensorflow Machine Learning Cookbook

tensorflow tensorflow-cookbook linear-regression neural-network tensorflow-algorithms rnn cnn svm nlp packtpub machine-learning tensorboard classification regression kmeans-clustering genetic-algorithm ode

Jupyter Notebook Updated Aug 9, 2017

RasaHQ / rasa_nlu

turn natural language into structured data

nlp machine-learning machine-learning-library bot bots botkit rasa luis wit nlu conversational-bots conversational-agents conversational-ai spacy mitie chatbot chatbots chatbots-framework bot-framework

Python Updated Oct 10, 2017

MycroftAI / mycroft-core

1.6k

Mycroft Core, the Mycroft Artificial Intelligence platform.

ai open-source nlp voice-assistant python linux raspberry-pi skills fedora arch oss natural-language-processing natural-language voice-as-an-interface artificial-intelligence

Python Updated Oct 11, 2017

koth / kcws

1.5k

Deep Learning Chinese Word Segment

nlp deep-learning chinese-text-segmentation tensorflow pos-tagger

C++ Updated Sep 26, 2017

wit-ai / duckling_old

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Deprecated in favor of https://github.com/facebookincubator/duckling

nlu nlp parser

Clojure Updated Jun 25, 2017

spro / practical-pytorch

1.3k

PyTorch tutorials demonstrating modern techniques with readable code

natural-language-processing natural-language-generation nlp nlg seq2seq

Jupyter Notebook Updated Sep 14, 2017

thisandagain / sentiment

1.2k

AFINN-based sentiment analysis for Node.js.

sentiment afinn javascript nlp analysis sentiment-analysis

JavaScript Updated Oct 10, 2017

openvenues / libpostal

1.1k

A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data.

c address-parser natural-language-processing machine-learning nlp address international

C Updated Oct 10, 2017

taolei87 / sru

1.1k

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

pytorch deep-learning recurrent-neural-networks nlp

Python Updated Oct 9, 2017

HIT-SCIR / ltp

Language Technology Platform

nlp natural-language-processing chinese-nlp machine-learning

C++ Updated Sep 25, 2017

readbeyond / aeneas

990

aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)

Python Updated Aug 27, 2017

datumbox / datumbox-framework

917

Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine L…

machine-learning java big-data statistics nlp data-science

Java Updated Aug 31, 2017

fergiemcdowall / search-index

882

A persistent, network resilient, full text search library for the browser and Node.js

search nlp offline-first

JavaScript Updated Oct 11, 2017

rguthrie3 / DeepLearningForNLPInPytorch

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An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

nlp pytorch deep-learning tutorial lstm neural-network

Jupyter Notebook Updated Sep 22, 2017

Babylonpartners / fastText_multilingual

737

Multilingual word vectors in 78 languages

word-vectors machine-learning machine-translation natural-language-processing nlp distributed-representations

Jupyter Notebook Updated Sep 14, 2017

datamade / usaddress

676

🇺🇸 a python library for parsing unstructured address strings into address components

python-library address nlp

Python Updated Jun 30, 2017

demidovakatya / vvedenie-mashinnoe-obuchenie

671

📝 Подборка ресурсов по машинному обучению

machine-learning data-science collections university mooc data-mining nlp neural-networks deep-learning russian

Updated Oct 11, 2017

arbox / nlp-with-ruby

655

Practical Natural Language Processing done in Ruby.

machine-learning natural-language-processing ruby nlp sentiment-analysis pos-tag awesome awesome-list list computational-linguistics rubynlp rubyml

Ruby Updated Oct 6, 2017

ceteri / pytextrank

649

Python implementation of TextRank for text document NLP parsing and summarization

textrank summarization natural-language-processing text-analytics nlp nlp-parsing machine-learning graph-algorithms

Jupyter Notebook Updated Sep 15, 2017