Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
- machine-learning
- deep-learning
- python
- classification
Repository Index
78,351 visible repositories in the index
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From apprentice to master (CC BY-NC-ND)
Source code for the book "Black Hat Python" by Justin Seitz. The code has been fully converted to Python 3, reformatted to comply with PEP8 standards and refactored to eliminate dependency issues involving the implementation of deprecated libraries.
- blackhat-python
- ethical-hacking
- network-programming
- network-security
Unofficial Reference Book for the Bevy Game Engine
A middle-to-high level open source algorithm book designed with coding interview at heart!
- leetcode
- algorithms
- algorithms-and-data-structures
- python
Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.
Chinese translation of Netty 4.x User Guide. 中文翻译《Netty 4.x 用户指南》
- netty
- waylau
- chinese-translation
- user-guide
A detailed document explaining and documenting HTTP/2, the successor to the widely popular HTTP/1.1 protocol
对 The Hacker Playbook 3 的翻译。
The book documenting the curl project, the curl tool, libcurl and more. Simply put: everything curl.
- curl
- libcurl
- book
- documentation
Example code from the book
:books: Awesome CS Books(with Digests)/Series(.pdf by git lfs) Warehouse for Geeks, ProgrammingLanguage, SoftwareEngineering, Web, AI, ServerSideApplication, Infrastructure, FE etc. :dizzy: 优秀创业、商业、产品、人文、计算机科学与技术领域相关的书籍归档，以及我的读书笔记。
Asynchronous Programming in Rust
- async-foundations
A document describing the HTTP/3 and QUIC protocols
- quic
- documentation
- transfer-protocol
- http
Code, labs, and resources for O'Reilly AI Systems Performance Engineering: GPU optimization, distributed training, inference scaling, and full-stack tuning.
The AI Compendium, previously called the ML Compendium, curates resources and explanations of machine learning (ML) and deep learning, from a business problem through data, AI, engineering, and product.
- machine-learning
- deep-learning
- algorithms
- product-management
Book repository for The Turing Way: a how to guide for reproducible, ethical and collaborative data science
- community
- data-science
- education
An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017
Source code for the book Rust in Action
- rust
- rustlang
- book
- rust-in-action
Foundations of Medical Large Language Model Learning
Clever Algorithms: Nature-Inspired Programming Recipes
- algorithms
- book
- computational-intelligence
- machine-learning-algorithms
PyMC educational resources
- bayesian-inference
- bayesian-statistics
- data-science
- data-analysis
Sample codes for my CUDA programming book
- cuda-programming
- gpu-programming
- molecular-dynamics-simulation
Text and code for the second edition of Think Bayes, by Allen Downey.
- jupyter
- python
- bayes
- bayesian-statistics