Repository Index

The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

• 30-days-of-python
• python
• flask
• github

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

• deep-learning
• deep-learning-tutorial
• pytorch
• gan

PyTorch Tutorial for Deep Learning Researchers

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

A straightforward method for training your LLM, from downloading data to generating text.

• gemini
• large-language-models
• llm
• openai

TranslatedMachine learning tutorials

• machine-learning
• neural-network
• tensorflow
• python

An educational resource to help anyone learn deep reinforcement learning.

Install Jenkins, configure Docker as slave, set up cicd, deploy applications to k8s using Argo CD in GitOps way.

• argocd
• cicd
• docker
• gitops

A collection of machine learning examples and tutorials.

• deep-learning
• machine-learning
• reinforcement-learning
• python

A resource for learning about Machine learning & Deep Learning

• pytorch
• pytorch-implementation
• pytorch-tutorial
• pytorch-gan

The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.

• agentic-coding
• ai-assistant
• ai-coding
• ai-pair-programming

Standard and Advanced Demos for learn.cantrill.io courses

TranslatedTutorial on building a chatbot yourself

Translated🚀 The most systematic crash course on AI Agents in 2026 | Agent hands-on tutorial · Complete learning path + hands-on projects + interview question bank · Aligned with LLM application development engineer job roles · Covers LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / prompts · Enterprise-grade deployment and fine-tuning · From 0 to enterprise-level implementation + from learning to launching projects + interview preparation, all in one

• agent
• aigc
• coze
• dify

Ultimate Python study guide 🐍 🐍 🐍

• python
• python3
• study
• programming-language

Video+code lecture on building nanoGPT from scratch

TranslatedBig data analysis project

• python
• sql
• hql

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

• neural-network
• image-classification
• machine-learning
• caffe

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

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

• deep-learning
• neural-network
• tensorflow
• machine-learning

TranslatedAndroid app security study

TranslatedTensorflow tutorial from basic to hard, 莫烦Python (Mo Fan Python, "Morvan Python") Chinese AI teaching

• tensorflow
• tensorflow-tutorials
• gan
• generative-adversarial-network

Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

• latex
• python
• research-paper
• notation

Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.

• agent
• agentic-ai
• agents
• authentication

Lets Git started in the world of opensource, starting in the Zero To Mastery's opensource playground. Especially designed for education and practical experience purposes.

• getting-started
• giting-started
• opensource-intro