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- bshivambharadwaj/Reinforcement-Learning-CourseNew↗
A comprehensive reinforcement learning course covering core concepts, classical algorithms, deep RL, PPO, RLHF, DPO, GRPO, and modern AI agents through intuitive explanations, equations, analogies, and visual diagrams.
★ 11Jupyter NotebookCreated Sep 7· Updated 27d ago·AI / ML / LLM - frekkoz3/Introduction-to-Artificial-Intelligence-2026-2027New↗
Tutoring material for the Introduction to AI course @ UniTS
★ 9Jupyter NotebookCreated Oct 1· Updated 5d ago·AI / ML / LLM - rasbt/LLMs-from-scratch↗
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
★ 106.5kJupyter NotebookCreated Jul 2023· Updated 12d ago·AI / ML / LLM - pathwaycom/llm-app↗
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.
★ 58.9kJupyter NotebookCreated Jul 2023· Updated 3mo ago·AI / ML / LLM - openai/openai-cookbook↗
Examples and guides for using the OpenAI API
★ 76.6kJupyter NotebookCreated Mar 2022· Updated today·AI / ML / LLM - NirDiamant/RAG_Techniques↗
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
★ 29.9kJupyter NotebookCreated Jul 2024· Updated 2d ago·AI / ML / LLM - NirDiamant/GenAI_Agents↗
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
★ 24.6kJupyter NotebookCreated Sep 2024· Updated 6d ago·AI / ML / LLM - GoogleCloudPlatform/generative-ai↗
Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform
★ 17.8kJupyter NotebookCreated May 2023· Updated today·AI / ML / LLM - datawhalechina/llm-universe↗
本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/
★ 14.1kJupyter NotebookCreated Oct 2023· Updated 1mo ago·AI / ML / LLM - NirDiamant/Prompt_Engineering↗
22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.
★ 7.9kJupyter NotebookCreated Oct 2024· Updated 6d ago·AI / ML / LLM - R6410418/Jackrong-llm-finetuning-guide↗★ 1.7kJupyter NotebookCreated Apr 5· Updated 3mo ago·AI / ML / LLM
- rasbt/reasoning-from-scratch↗
Implement a reasoning LLM in PyTorch from scratch, step by step
★ 5.4kJupyter NotebookCreated Mar 2025· Updated 12d ago·AI / ML / LLM - xbsheng/atguigu-note↗
AI 课程笔记：langchain / langgraph / python / vibe coding
★ 460Jupyter NotebookCreated Jul 31· Updated 5d ago·AI / ML / LLM - ml-from-scratch-book/code↗
Companion code for Machine Learning From Scratch — 10 core ML algorithms built from scratch with NumPy, compared with Scikit-learn and PyTorch.
★ 309Jupyter NotebookCreated Apr 29· Updated 2mo ago·AI / ML / LLM