Repository Index

Algorithms and Data Structures implemented in JavaScript for beginners, following best practices.

• algorithm
• algorithm-challenges
• data-structures
• cryptography

A categorized collection of Android Open Source Projects, More powerful web version:

• android
• open-source-project

Automated auditing, performance metrics, and best practices for the web.

• audit
• best-practices
• performance-metrics
• pwa

Python sample codes and textbook for robotics algorithms.

• python
• robotics
• algorithm
• path-planning

A playbook for systematically maximizing the performance of deep learning models.

:memo: An awesome Data Science repository to learn and apply for real world problems.

• data-science
• machine-learning
• data-visualization
• science

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

• deep-learning
• machine-learning
• book
• notebook

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

• python
• machine-learning
• deep-learning
• data-science

Translated:star2: Wiki of OI / ICPC for everyone. (An online walkthrough for a certain large game, containing cool arithmetic magic)

• oi
• oi-handbook
• data-structures
• algorithms

deep learning for image processing including classification and object-detection etc.

• pytorch
• tensorflow2
• classification
• object-detection

💅🏻 ⚒ A collection of awesome design systems

• awesome-list
• design-systems
• pattern-library
• ui-library

All Algorithms implemented in Rust

• rust
• algorithms
• data-structures
• rust-lang

Readest is a modern, feature-rich ebook reader designed for avid readers offering seamless cross-platform access, powerful tools, and an intuitive interface to elevate your reading experience.

• ebook
• ebook-reader
• epub
• foliate

TranslatedList of personally collected books PDF download Baidu Cloud e-book download

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

• tensorflow
• scikit-learn
• machine-learning
• python

Python programs, usually short, of considerable difficulty, to perfect particular skills.

• python
• python-3
• programming
• practice

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

• python
• machine-learning
• data-science
• nlp

Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking.

• self-hosted
• selfhosted
• home-assistant
• wireguard

🔒 A compiled checklist of 300+ tips for protecting digital security and privacy in 2026

• privacy
• security
• censorship
• cybersecurity

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

• algorithms
• data-structures
• datastructures
• c

Translated100-Days-Of-ML-Code Chinese version

• machine-learning
• python
• 100-days-of-ml-code
• chinese-simplified

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

List of projects that provide terminal user interfaces

🎓 Um caminho para a educação autodidata em Ciência da Computação!

• awesome-list
• curriculo
• cursos
• brasil