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45 stars written in Python
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An opinionated list of awesome Python frameworks, libraries, software and resources.

Python 227,998 25,009 Updated Aug 11, 2024

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python 136,499 27,330 Updated Dec 19, 2024

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python 85,141 22,934 Updated Dec 19, 2024

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 69,944 14,589 Updated May 10, 2024

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Python 64,472 11,119 Updated Jul 30, 2024

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and…

Python 45,110 7,892 Updated Dec 19, 2024

A Gradio web UI for Large Language Models with support for multiple inference backends.

Python 41,168 5,367 Updated Dec 19, 2024

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

Python 39,764 11,466 Updated Nov 12, 2024

TensorFlow code and pre-trained models for BERT

Python 38,394 9,629 Updated Jul 23, 2024

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 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

Python 34,139 10,248 Updated Dec 18, 2024

结巴中文分词

Python 33,492 6,724 Updated Aug 21, 2024

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Python 24,241 4,401 Updated Aug 18, 2024

Graph Neural Network Library for PyTorch

Python 21,615 3,713 Updated Dec 17, 2024

ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

Python 15,738 1,856 Updated Jun 27, 2024

Python package built to ease deep learning on graph, on top of existing DL frameworks.

Python 13,610 3,020 Updated Oct 18, 2024

100+ Chinese Word Vectors 上百种预训练中文词向量

Python 11,883 2,319 Updated Oct 30, 2023

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

Python 9,749 1,390 Updated Jul 31, 2023

bottle.py is a fast and simple micro-framework for python web-applications.

Python 8,478 1,466 Updated Dec 6, 2024

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

Python 7,119 577 Updated Sep 23, 2024

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识,包括面试题,各种基础知识,工程能力等等,提升核心竞争力

Python 6,984 1,186 Updated Aug 24, 2022

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

Python 6,566 988 Updated Nov 5, 2022

keras implement of transformers for humans

Python 5,375 929 Updated Nov 11, 2024

Python & JAVA Solutions for Leetcode

Python 5,245 1,493 Updated Oct 3, 2023

CNN-RNN中文文本分类,基于TensorFlow

Python 4,178 1,471 Updated Mar 31, 2024

使用Bert,ERNIE,进行中文文本分类

Python 4,095 904 Updated Jun 28, 2024

Implementation and experiments of graph embedding algorithms.

Python 3,748 1,000 Updated Mar 14, 2024

Classic papers and resources on recommendation

Python 3,336 806 Updated Jun 13, 2020

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

Python 3,020 526 Updated May 9, 2024

RoBERTa中文预训练模型: RoBERTa for Chinese

Python 2,644 410 Updated Jul 22, 2024

HanLP作者的新书《自然语言处理入门》详细笔记!业界良心之作,书中不是枯燥无味的公式罗列,而是用白话阐述的通俗易懂的算法模型。从基本概念出发,逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

Python 2,205 544 Updated Jan 5, 2022
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