HandsOnLLM / Hands-On-Large-Language-Models
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
HandsOnLLM / Hands-On-Large-Language-Models
anthropics / claude-cookbooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
hugo2046 / QuantsPlaybook
量化研究-券商金工研报复现
datawhalechina / jev-cookbook
⚡ 适合中国宝宝的 Jev 入门教程｜手把手带你了解关于 Jev 的一切——Jupyter Notebook 轻松实验，从三种问题原语到 18 篇实战配方、语音智能家居、模型评测与本地微调，全面掌握 System One 判断模型的开发范式
xiaolai / the-craft-of-selfteaching
One has no future if one couldn't teach themself.
anthropics / prompt-eng-interactive-tutorial
Anthropic's Interactive Prompt Engineering Tutorial
udlbook / udlbook
Understanding Deep Learning - Simon J.D. Prince
NirDiamant / GenAI_Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
ed-donner / llm_engineering
Repo to accompany my mastering LLM engineering course
AccumulateMore / CV
✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】
NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
karpathy / nn-zero-to-hero
Neural Networks: Zero to Hero
charliedream1 / ai_quant_trade
Stock AI Trader: 1-stop platform for learning, sim & live trading. Covers: stock basics, strategies, LLMs, factor mining, ML/DL/RL, graph nets, HFT, C++ deploy & JoinQuant code. 股票AI操盘手：一站式学习、模拟、实盘平台。涵盖：股票基础、策略、大模型、因子挖掘、机器学习/深度学习/强化学习、图网络、高频交易、C++部署及聚宽代码。
guipsamora / pandas_exercises
Practice your pandas skills!
ageron / handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
wesm / pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
duoan / TorchCode
🔥 LeetCode for PyTorch — practice implementing softmax, attention, GPT-2 and more from scratch with instant auto-grading. Jupyter-based, self-hosted or try online.
ageron / handson-mlp
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, PyTorch, and Hugging Face libraries.
datawhalechina / llm-algo-leetcode
LLM algorithm practice lab with theory, solutions, and test cases.《大模型算法与系统教程》面向大模型入门到进阶的算法实战教程，覆盖原理讲解、答案解析、测试用例与 CUDA/Triton 实战。
google-gemma / cookbook
A collection of guides and examples for the Gemma open models from Google.
Exorust / TorchLeet
LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor.
fastai / fastbook
The fastai book, published as Jupyter Notebooks
AllenDowney / ThinkStats
Notebooks for the third edition of Think Stats
AllenDowney / ElementsOfDataScience
An introduction to data science in Python, for people with no programming experience.
evidentlyai / evidently
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
NirDiamant / Prompt_Engineering
22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.
cantaro86 / Financial-Models-Numerical-Methods
Collection of notebooks about quantitative finance, with interactive python code.
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.
rolling-panda-san / notebooks
Analysis on systematic trading strategies (e.g., trend-following, carry and mean-reversion). The result is regularly updated.
jupyter / notebook
Jupyter Interactive Notebook
AkashSingh3031 / The-Complete-FAANG-Preparation
Dive into this repository, a comprehensive resource covering Data Structures, Algorithms, 450 DSA by Love Babbar, Striver DSA sheet, Apna College DSA Sheet, and FAANG Questions! 🚀 That's not all! We've got Technical Subjects like Operating Systems, DBMS, SQL, Computer Networks, and Object-Oriented Programming, all waiting for you.
microsoft / FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
openvinotoolkit / openvino_notebooks
📚 Jupyter notebook tutorials for OpenVINO™
AllenDowney / ThinkPython
Jupyter notebooks and other resources for Think Python by Allen Downey, published by O'Reilly Media.
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.
Project-MONAI / tutorials
MONAI Tutorials
Tanu-N-Prabhu / Python
This repository helps you learn Python and Machine Learning from scratch.
ZhanbotaErlan / US-Kazakhstan-Stock-Analysis
Independent quantitative finance research project comparing U.S. and Kazakhstan equity markets using Python and portfolio theory.
AnswerDotAI / nbdev
Create delightful software with Jupyter Notebooks
HugoBlox / hugo-theme-academic-cv
🎓 Academic portfolio that boosts citations. AI generates pages, you own as Markdown. BibTeX auto-import, Jupyter, LaTeX, slides, visual block editor — free to host forever. 学术主页，AI 生成，Markdown 拥有 👇
aeturrell / coding-for-economists
This repository hosts the code behind the online book, Coding for Economists.
AllenDowney / ModSimPy
Text and supporting code for Modeling and Simulation in Python
pavelkomarov / exportify
Export Spotify playlists using the Web API. Analyze them in the Jupyter notebook.
planetlabs / notebooks
interactive notebooks from Planet Engineering
danielfrg / mkdocs-jupyter
Use Jupyter Notebook in mkdocs
Jev-Engineering / cookbook
Sixty notebook recipes for typed decisions with Jev: Choice, Noul and Score patterns from a first classification to closed-loop control
jpmorganchase / python-training
Python training for business analysts and traders
pinecone-io / examples
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
ipython / ipyparallel
IPython Parallel: Interactive Parallel Computing in Python
AllenDowney / ThinkBayes2
Text and code for the second edition of Think Bayes, by Allen Downey.
YBIFoundation / Internship
Jupyter Notebook
mGalarnyk / Python_Tutorials
Python tutorials in both Jupyter Notebook and youtube format.
AnswerDotAI / fastprogress
Simple and flexible progress bar for Jupyter Notebook and console
InsightSoftwareConsortium / SimpleITK-Notebooks
Jupyter notebooks for learning how to use SimpleITK
qiskit-community / qiskit-community-tutorials
A collection of Jupyter notebooks developed by the community showing how to use Qiskit
buildfastwithai / gen-ai-experiments
Collection of Jupyter notebooks is designed to provide you with a comprehensive guide to various AI tools and technologies
giswqs / intro-gispro
Code examples for the book titled Introduction to GIS Programming
cfgranda / ps4ds
Probability and Statistics for Data Science: A self-contained introduction to probability and statistics for data science, including a free pdf, 103 Python notebooks using 23 real-world datasets, 118 videos with slides, and solutions to 200 exercises
giswqs / geog-312
Introduction to GIS Programming