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...

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spacy-course

👩‍🏫 Advanced NLP with spaCy: A free online course

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turkce-yapay-zeka-kaynaklari

Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (...

455   2348   2348  

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real...

1647   2313   2313  

decaNLP

The Natural Language Decathlon: A Multitask Challenge for NLP

429   2301   2301  

DeepInterests

深度有趣

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scattertext

Beautiful visualizations of how language differs among document types.

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CodeSearchNet

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

399   2282   2282  

JioNLP

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocess...

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PyTorch-NLP

Basic Utilities for PyTorch Natural Language Processing (NLP)

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lazynlp

Library to scrape and clean web pages to create massive datasets.

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pytextrank

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

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uda

Unsupervised Data Augmentation (UDA)

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ML

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

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Awesome-Rust-MachineLearning

This repository is a list of machine learning libraries written in Rus...

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textacy

NLP, before and after spaCy

256   2079   2079  

ABigSurvey

A collection of 1000+ survey papers on Natural Language Processing (NL...

245   2014   2014  

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  

sling

SLING - A natural language frame semantics parser

266   1932   1932  

NCRFpp

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

447   1893   1893  

PyTorchNLPBook

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

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awesome-semi-supervised-learning

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

228   1825   1825  

tensorflow-1.4-billion-password-analysis

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

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ABSA-PyTorch

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

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awesome-embedding-models

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

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spago

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

88   1780   1780  

AliceMind

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

281   1777   1777  

kaggle-CrowdFlower

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

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ecco

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

131   1740   1740  

hunspell

The most popular spellchecking library.

222   1733   1733  

spacy-models

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

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adapter-transformers

Huggingface Transformers + Adapters = ❤️

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lightning-bolts

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

320   1719   1719  

WikiSQL

A large annotated semantic parsing corpus for developing natural langu...

325   1714   1714  

bert_score

BERT score for text generation

228   1714   1714  

Senta

Baidu's open-source Sentiment Analysis System.

358   1690   1690  

transformer-deploy

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

151   1683   1683  

graph4nlp

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

204   1679   1679  

Awesome-FL

Comprehensive and timely academic information on federated learning (p...

194   1670   1670  

stocksight

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

404   1667   1667  

language

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

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RL4LMs

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

155   1646   1646  

sense2vec

🦆 Contextually-keyed word vectors

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magnitude

A fast, efficient universal vector embedding utility package.

119   1644   1644  

DAT8

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

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Chinese-XLNet

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

278   1575   1575  

Transformers-Recipe

🧠 A study guide to learn about Transformers

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usaddress

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

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awesome-ai-ml-dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as...

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