Python - 100天从新手到大师

21 Lessons, Get Started Building with Generative AI

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

12 Lessons to Get Started Building AI Agents

Learn how to develop, deploy and iterate on production-grade ML applications.

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

《动手学大模型Dive into LLMs》系列编程实践教程

《统计学习方法》的代码实现

💿 Free software that works great, and also happens to be open-source Python.

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Data and code behind the articles and graphics at FiveThirtyEight

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

《Python Cookbook》 3rd Edition Translation

AI Observability & Evaluation

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K…

Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

500 line or less 中文翻译计划。

Public repo for HF blog posts

收集Android方方面面的经典知识, 最新技术.

机器学习、深度学习的学习路径及知识总结

Mastering Applied AI, One Concept at a Time

零知识证明入门教程。Comprehensive Zero-Knowledge Proofs Tutorial. #zk #WIP

本项目设计了一个基于 RAG 与大模型技术的医疗问答系统，利用 DiseaseKG 数据集与 Neo4j 构 建知识图谱，结合 BERT 的命名实体识别和 34b 大模型的意图识别，通过精确的知识检索和问答生成， 提升系统在医疗咨询中的性能，解决大模型在医疗领域应用的可靠性问题。

机器学习算法项目

跟大咖一起读源码