Most popular nlp 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.

transformers

🤗 Transformers: the model-definition framework for state-of-the-art m...

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Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade M...

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bert

TensorFlow code and pre-trained models for BERT

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AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

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ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

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spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

4550   32082   32082  

HanLP

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...

8444   29571   29571  

500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects wit...

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serve

☁️ Build multimodal AI applications with cloud-native stack

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best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated...

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haystack

AI orchestration framework to build customizable, production-ready LLM...

2219   21169   21169  

datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, e...

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rasa

💬 Open source machine learning framework to automate text- and voic...

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awesome-nlp

:book: A curated list of resources dedicated to Natural Language Proce...

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mindsdb

MindsDB is a Server for Artificial Intelligence Logic. Enabling develo...

2195   17178   17178  

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中...

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ML-YouTube-Courses

📺 Discover the latest machine learning / AI courses on YouTube.

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Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as diff...

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gensim

Topic Modelling for Humans

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lectures

Oxford Deep NLP 2017 course

3583   15853   15853  

FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥...

2207   15714   15714  

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

3960   14684   14684  

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to t...

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Virgilio

Your new Mentor for Data Science E-Learning.

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flair

A very simple framework for state-of-the-art Natural Language Processi...

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nltk

NLTK Source

2918   13971   13971  

botpress

The open-source hub to build & deploy GPT/LLM Agents ⚡️

2026   13812   13812  

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and...

1920   13389   13389  

PaddleHub

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models...

2072   12803   12803  

clip-as-service

🏄 Scalable embedding, reasoning, ranking for images and sentences wit...

2076   12716   12716  

Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca...

1284   12266   12266  

unstructured

Convert documents to structured data effortlessly. Unstructured is ope...

1012   12213   12213  

allennlp

An open-source NLP research library, built on PyTorch.

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Ai-Learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基...

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ML-Papers-of-the-Week

🔥Highlighting the top ML papers every week.

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compromise

modest natural-language processing

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txtai

💡 All-in-one open-source embeddings database for semantic search, LLM...

677   10673   10673  

text-generation-inference

Large Language Model Text Generation Inference

1220   10386   10386  

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: Tens...

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go-openai

OpenAI ChatGPT, GPT-3, GPT-4, DALL·E, Whisper API wrapper for Go

1611   10049   10049  

Chinese-BERT-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系...

1395   10030   10030  

PaddleNLP

👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, sup...

2537   9607   9607  

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All...

2035   9317   9317  

pycaret

An open-source, low-code machine learning library in Python

1800   9257   9257  

CoreNLP

Stanford CoreNLP: A Java suite of core NLP tools.

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TextBlob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech...

1119   8617   8617  

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

1493   8496   8496  

modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

845   8189   8189  

text_classification

all kinds of text classification models and more with deep learning

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stanza

Stanford NLP Python library for tokenization, sentence segmentation, N...

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