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105 stars written in Python
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🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Python 156,034 31,922 Updated Jan 31, 2026

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

Python 78,800 15,140 Updated May 10, 2024

Deep Learning for humans

Python 63,752 19,684 Updated Feb 1, 2026

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

Python 42,018 11,611 Updated Nov 12, 2024

TensorFlow code and pre-trained models for BERT

Python 39,834 9,711 Updated Jul 23, 2024

PyTorch Tutorial for Deep Learning Researchers

Python 32,151 8,279 Updated Aug 15, 2023

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Python 32,126 6,655 Updated Sep 30, 2025

Best Practices on Recommendation Systems

Python 21,419 3,290 Updated Feb 2, 2026

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Python 16,966 3,716 Updated Jun 2, 2023

Topic Modelling for Humans

Python 16,342 4,413 Updated Nov 1, 2025

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Python 14,350 2,127 Updated Oct 27, 2025

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

Python 12,818 2,078 Updated Jan 23, 2024

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

Python 11,889 2,236 Updated Nov 22, 2022

Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)

Python 10,174 1,392 Updated Jul 15, 2025

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

Python 9,616 2,089 Updated Apr 16, 2024

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

Python 9,494 1,183 Updated Jan 26, 2026

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

Python 7,994 2,236 Updated Aug 9, 2024

all kinds of text classification models and more with deep learning

Python 7,952 2,555 Updated Sep 28, 2023

自己动手做聊天机器人教程

Python 6,020 1,665 Updated Jul 18, 2022

中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。

Python 5,703 1,269 Updated Sep 23, 2020

史上最大规模1.4亿中文知识图谱开源下载

Python 5,149 736 Updated Dec 6, 2023

A TensorFlow Implementation of the Transformer: Attention Is All You Need

Python 4,454 1,310 Updated May 21, 2023

中文公开聊天语料库

Python 4,174 789 Updated Apr 23, 2024

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

Python 3,986 749 Updated Nov 21, 2022

Implementation and experiments of graph embedding algorithms.

Python 3,838 1,002 Updated Mar 14, 2024

Chatbot继续沿着LLM前进,近期更新小参数量SLM的和训练脚本,支持本地训练。新增ChatAgent,实现各种有实际场景价值的Agent实现。

Python 3,596 1,023 Updated Oct 9, 2025

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Python 3,106 527 Updated May 9, 2024

An optimizer that trains as fast as Adam and as good as SGD.

Python 2,914 338 Updated Jul 23, 2023

RoBERTa中文预训练模型: RoBERTa for Chinese

Python 2,768 409 Updated Jul 22, 2024

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

Python 2,270 515 Updated Jan 25, 2019
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