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The "Python Machine Learning (3rd edition)" book code repository
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
Learn how to bring animation to your web projects
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
- transformer
- attention-mechanism
- vision-transformer
- deep-learning
Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated.
Translated🌟100+ original LLM / RL algorithm diagrams📚, a great gift from the author of 《大模型算法》 (Large Model Algorithms)! 💥 (100+ LLM/RL Algorithm Maps)
- llm
- reinforcement-learning
- algorithm
- nlp-machine-learning
Educational resources to learn to program (Foundation in Web Development)
Learn python3 in one picture.
TranslatedList of telegram groups, channels & bots (interesting ones) // List of chats for programmers
Machine Learning and Agentic AI Resources, Practice and Research
TranslatedA curated collection of high-quality English learning resources, focused on improving core skills such as listening, speaking, reading, and writing. Includes grammar, vocabulary, and media resources to help you learn English better.
the resources I use to learn computer science in my spare time
A comprehensive Python cheat sheet with code examples, built-in functions, module references, and hands-on labs by LabEx.
- python
- hands-on
- labex
- labs
Machine Learning and Computer Vision Engineer - Technical Interview Questions
- computer-vision-interview-questions
- data-science-interview
- data-science-interview-questions
- data-science-interviews
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Translated"Deep Learning from Scratch" (O'Reilly Japan, 2016)
Repo for my 'Learning JavaScript Design Patterns' book
The 3rd edition of course.fast.ai
- data-science
- fastai
- deep-learning
- pytorch
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
Paper list of multi-agent reinforcement learning (MARL)
- multiagent-reinforcement-learning
- multi-agent-learning
Translated"Interpretable Machine Learning -- A Guide to Understanding the Interpretability of Black-Box Models", the Chinese edition of the book "Interpretable Machine Learning"
🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.
- agent
- agentic
- agentic-ai
- agentic-rl
:computer: :mortar_board: Git-it is a (Mac, Win, Linux) Desktop App for Learning Git and GitHub