Most popular natural-language-processing repositories and open source projects

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.

aws-machine-learning-university-accelerated-nlp

Machine Learning University: Accelerated Natural Language Processing C...

530   2043   2043  

pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase...

336   2015   2015  

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

739   2007   2007  

The-NLP-Pandect

A comprehensive reference for all topics related to Natural Language P...

276   1981   1981  

CodeSearchNet

Datasets, tools, and benchmarks for representation learning of code.

365   1963   1963  

sling

SLING - A natural language frame semantics parser

280   1931   1931  

promptsource

Toolkit for creating, sharing and using natural language prompts.

271   1926   1926  

machine-learning

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 r...

713   1917   1917  

unstructured

Open source libraries and APIs to build custom preprocessing pipelines...

127   1890   1890  

NCRFpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence l...

450   1854   1854  

PyTorchNLPBook

Code and data accompanying Natural Language Processing with PyTorch pu...

773   1851   1851  

ML

A high-level machine learning and deep learning library for the PHP la...

157   1833   1833  

tensorflow-1.4-billion-password-analysis

Deep Learning model to analyze a large corpus of clear text passwords.

391   1818   1818  

ABSA-PyTorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的...

503   1791   1791  

AliceMind

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeN...

281   1777   1777  

ABigSurvey

A collection of 700+ survey papers on Natural Language Processing (NLP...

223   1758   1758  

kaggle-CrowdFlower

1st Place Solution for CrowdFlower Product Search Results Relevance Co...

674   1751   1751  

ecco

Explain, analyze, and visualize NLP language models. Ecco creates inte...

131   1740   1740  

hunspell

The most popular spellchecking library.

222   1733   1733  

adapter-transformers

Huggingface Transformers + Adapters = ❤️

283   1721   1721  

pythoncode-tutorials

The Python Code Tutorials

1770   1700   1700  

Senta

Baidu's open-source Sentiment Analysis System.

358   1690   1690  

stocksight

Stock market analyzer and predictor using Elasticsearch, Twitter, News...

404   1667   1667  

RL4LMs

A modular RL library to fine-tune language models to human preferences

155   1646   1646  

graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for...

198   1596   1596  

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and com...

240   1593   1593  

magnitude

A fast, efficient universal vector embedding utility package.

115   1592   1592  

DAT8

General Assembly's 2015 Data Science course in Washington, DC

1054   1584   1584  

Chinese-XLNet

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

278   1575   1575  

spago

Self-contained Machine Learning and Natural Language Processing librar...

81   1537   1537  

text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax,...

811   1526   1526  

sense2vec

🦆 Contextually-keyed word vectors

239   1515   1515  

torchscale

Transformers at any scale

80   1515   1515  

lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

316   1509   1509  

Style-Transfer-in-Text

Paper List for Style Transfer in Text

191   1500   1500  

tensorflow-nlp

NLP and Text Generation Experiments in TensorFlow 2.x / 1.x

425   1487   1487  

awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning pap...

200   1474   1474  

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-...

372   1472   1472  

BotSharp

The Open Source Chatbot Framework in .NET

336   1466   1466  

transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for...

142   1452   1452  

DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion,...

318   1440   1440  

usaddress

:us: a python library for parsing unstructured United States address s...

289   1435   1435  

Transformers-Recipe

🧠 A study guide to learn about Transformers

135   1430   1430  

NeuronBlocks

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

195   1429   1429  

knowledge-graphs

A collection of research on knowledge graphs

281   1423   1423  

iOS_ML

List of Machine Learning, AI, NLP solutions for iOS. The most recent v...

162   1420   1420  

language

Shared repository for open-sourced projects from the Google AI Languag...

325   1392   1392  

pke

Python Keyphrase Extraction module

279   1375   1375  

OpenNMT-tf

Neural machine translation and sequence learning using TensorFlow

382   1372   1372  

spacy-models

💫 Models for the spaCy Natural Language Processing (NLP) library

293   1353   1353