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30u30 is an open-source study guide that takes you through the 30 foundational AI papers recommended by Ilya Sutskever — one paper per day. Each paper comes with a full implementation from scratch, detailed notes, interactive exercises with solutions, and visualizations.

A fast, free and open-source GIS in pure Rust for mapping, analyzing and sharing geospatial data.

The Claude Cookbooks provide code and guides designed to help developers build with Claude, offering copy-able code snippets that you can easily integrate into your own projects.

One has no future if one couldn't teach themself.

Generative AI is moving fast, and this repository is a comprehensive hub for generative AI research, courses, interview materials, notebooks, and more. Everything is now organized around one question: what do you want to do?

Learn to build modern AI systems from the ground up through hands-on implementation

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

The book introduces the core libraries essential for working with data in Python: particularly IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and related packages.

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

✅（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】

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Implemented the K-NN algorithm for classification. #100DaysOfMLCode Support Vector Machine Infographic is halfway complete. Will update it tomorrow.

Julia is a high-level, high-performance dynamic language for technical computing. org. This is the GitHub repository of Julia source code, including instructions for compiling and installing Julia, below.

Anime4K is a set of open-source, high-quality real-time anime upscaling/denoising algorithms that can be implemented in any programming language.

This is a collection of numpy exercises from numpy mailing list, stack overflow, and numpy documentation. I've also created some problems myself to reach the 100 limit.

SAM 3D Objects is one part of SAM 3D, a pair of models for object and human mesh reconstruction. If you’re looking for SAM 3D Body, click here.

Introductory text for Kalman and Bayesian filters. All code is written in Python, and the book itself is written using Jupyter Notebook so that you can run and modify the code in your browser. What better way to learn?

NiceGUI is an easy-to-use, Python-based UI framework, which shows up in your web browser. You can create buttons, dialogs, Markdown, 3D scenes, plots and much more.

A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.

When you are initially working on your website, it is very useful to be able to preview the changes locally before pushing them to GitHub. To work locally you will need to:

The Jupyter notebook is a web-based notebook environment for interactive computing.

A PyTorch re-implementation of GPT, both training and inference. minGPT tries to be small, clean, interpretable and educational, as most of the currently available GPT model implementations can a bit sprawling. py).

This is a set of scripts that allows for an automatic collection of tens of thousands of images for the following (loosely defined) categories to be later used for training an image classifier: - porn - pornography images - hentai - hentai images, but also includes pornographic…

Vosk is an offline open source speech recognition toolkit.

Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely

> ydata-profiling is now fg-data-profiling. This package has been renamed to fg-data-profiling. Please follow the Migration Guide as soon as possible — the old package will no longer receive updates or bug fixes.

Numba is an open source, NumPy-aware optimizing compiler for Python sponsored by Anaconda, Inc. It uses the LLVM compiler project to generate machine code from Python syntax.

Vega-Altair is a declarative statistical visualization library for Python. With Vega-Altair, you can spend more time understanding your data and its meaning. Vega-Altair's API is simple, friendly and consistent and built on top of the powerful Vega-Lite JSON specification.

The visual layer for Git in your own repos: simulate, record, replay, audit, and share entire Git workflows, wherever you or your agents run them.