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面向中文自然语言处理的六十余类实践项目及学习索引,涵盖语言资源构建、社会计算、自然语言处理组件、知识图谱、事理图谱、知识抽取、情感分析、深度学习等几个学习主题。包括作者个人简介、学习心得、语言资源、工业落地系统等,是供自然语言处理入门学习者的一个较为全面的学习资源,欢迎大家使用,并提出批评意见。

CSS 423 59 Updated Jun 10, 2025

knowledge graph知识图谱,从零开始构建知识图谱

Python 1,558 172 Updated Sep 18, 2023

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

Jupyter Notebook 21,480 5,435 Updated Jul 25, 2024

《深度学习入门-基于Python的理论与实现》,包含源代码和高清PDF(带书签);慕课网imooc《深度学习之神经网络(CNN-RNN-GAN)算法原理-实战》;《菜菜的机器学习sklearn》

Jupyter Notebook 1,334 377 Updated Nov 3, 2021

🚀 本代码仓致力于分享AI领域的核心知识,涵盖了AI-Agent、RAG(Retrieval-Augmented Generation)、GraphRAG、大模型、大模型微调以及多模态等多个热点话题。这里将提供丰富的代码实例、理论解析和实战技巧,帮助你更好地理解和应用人工智能技术。

Jupyter Notebook 12 Updated Jul 28, 2024

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

Python 4,247 737 Updated Jul 19, 2025

《面向开发者的 ChatGPT 提示词工程》非官方版中英双语字幕 Unofficial subtitles of "ChatGPT Prompt Engineering for Developers"

Jupyter Notebook 2,031 245 Updated May 8, 2023

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

Jupyter Notebook 22,719 2,760 Updated Jun 12, 2025
Python 1,989 169 Updated Nov 16, 2025

Java API for working with the SWRL rule and SQWRL query languages

Java 101 41 Updated Jan 27, 2025