Repository Index

A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.

• claude-code
• guide
• tutorial

A collection of design patterns/idioms in Python

• python
• idioms
• design-patterns

TranslatedAiLearning: Data Analysis + Machine Learning in Action + Linear Algebra + PyTorch + NLTK + TF2

• fp-growth
• apriori
• mahchine-leaning
• naivebayes

the only cheat sheet you need

• cheatsheet
• curl
• terminal
• command-line

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

• deep-learning

The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail, and more.

• ai-agents
• genai

Comprehensive Python Cheatsheet

• cheatsheet
• python
• reference
• python-cheatsheet

Curso para aprender el lenguaje de programación Python desde cero y para principiantes. 100 clases, 44 horas en vídeo, código, proyectos y grupo de chat. Fundamentos, frontend, backend, testing, IA...

• fastapi
• mongodb
• python
• python3

TranslatedLatest summary for 2025: technical interview questions from Alibaba, Tencent, Baidu, Meituan, Toutiao and others, along with answers and a compilation of analysis from expert question-setters.

• network
• redis
• storage
• cpu

What the f*ck Python? 😱

• python
• wats
• snippets
• wtf

My Python Examples

A book-in-progress about the Linux kernel and its insides.

• linux-kernel
• linux-insides
• linux

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

• machine-learning
• deep-learning
• deep-reinforcement-learning
• machine-learning-from-scratch

PyTorch Tutorial for Deep Learning Researchers

• deep-learning
• pytorch-tutorial
• neural-networks
• pytorch

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

• python
• algorithm
• data-structure
• development

Python sample codes and textbook for robotics algorithms.

• python
• robotics
• algorithm
• path-planning

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

Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai

• artificial-intelligence
• cloud-ml
• computer-systems
• courseware

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

TranslatedPython tutorial for beginners

• python
• python3

A list of developer portfolios for your inspiration

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

• pytorch
• tensorflow2
• classification
• object-detection

Translated⚡️ IPTV live source auto-update tool: automatically collects, validates, speed-tests, and generates playable results. Supports M3U/TXT/API output, custom channels, IPv4/IPv6, Docker, GitHub Actions, and multi-platform deployment via CLI and GUI

• iptv
• tvbox
• tv
• ipv4

Minimal examples of data structures and algorithms in Python

• algorithm
• python
• competitive-programming
• data-structure