Trending Repos
26 repos · Claude · AI · Dev · AWS · DevOps · Trading
- yuxiangh383/option-return-predictionNew↗
Companion code for predicting returns of delta-neutral portfolio.
★ 29Jupyter NotebookCreated Sep 2· Updated 1mo ago·AI Trading / Finance - davidalmeida90/quant-modelsNew↗
Open-source quantitative finance models in Python: option pricing and Greeks, volatility surfaces, deep hedging, portfolio construction and Monte Carlo. Every model runs on free data, with the full write-up on davidariasfinance.com
★ 15Jupyter NotebookCreated Sep 20· Updated 12d ago·AI Trading / Finance - ml4t/agentic-ai-in-tradingNew↗
Materials for the Agentic AI in Trading workshop, QuantInsti Algo Trading Conference 2026.
★ 12Jupyter NotebookCreated Sep 18· Updated 20d ago·AI Trading / Finance - 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 - omarvlo/maquinas-escuchan-gaia2026New↗
Material de la conferencia "¿Las máquinas escuchan?" — GAIA, ESCOM-IPN, septiembre 2026
★ 7Jupyter NotebookCreated Sep 11· Updated 1mo ago·Music / Audio - microsoft/ai-agents-for-beginners↗
18 Lessons to Get Started Building AI Agents
★ 77.1kJupyter NotebookCreated Nov 2024· Updated 1d ago·Development - microsoft/generative-ai-for-beginners↗
21 Lessons, Get Started Building with Generative AI
★ 121.3kJupyter NotebookCreated Jun 2023· Updated 2d ago·Development - 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 - patchy631/ai-engineering-hub↗
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
★ 38.3kJupyter NotebookCreated Oct 2024· Updated 1d ago·Claude - 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 - microsoft/mcp-for-beginners↗
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
★ 17.4kJupyter NotebookCreated Apr 2025· Updated 1d ago·Claude - AI4Finance-Foundation/FinGPT↗
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
★ 21.4kJupyter NotebookCreated Feb 2023· Updated 21d ago·Development - GoogleCloudPlatform/generative-ai↗
Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform
★ 17.8kJupyter NotebookCreated May 2023· Updated 1d ago·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 - calmrocks/ai-engineer-notebooks↗
Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.
★ 695Jupyter NotebookCreated Aug 11· Updated 6d ago·Development - 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 - langgptai/LangGPT↗
LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-prompt design 10,000+ ⭐ | Battle-tested by thousands of users worldwide Created by 云中江树
★ 12.6kJupyter NotebookCreated May 2023· Updated 1mo ago·Development - 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 - NirDiamant/Agent_Memory_Techniques↗
Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production patterns.
★ 1.1kJupyter NotebookCreated May 5· Updated 23d ago·Claude - 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