Repository Index

This repository is a getting started guide to Singer.

• etl
• etl-framework
• python
• singer

Reproducing and studying RL algorithms for LLM agents, including GRPO, GSPO, DAPO, OPD, Search-R1, ReTool, ALFWorld and beyond.

• agent-rl
• dapo
• gspo
• opd

CatBoost tutorials repository

• catboost
• tutorials
• ipython-notebook
• ipython

Train and Deploy an ML REST API to predict crypto prices, in 10 steps

• deployment
• ml
• mlops
• crypto

💬 The Step-by-Step Beginners Tutorial for Building, Testing & Deploying a Chat app in Phoenix 🚀

• phoenix
• elixir
• elixir-lang
• beginner

Learn Apple's Swift programming language interactively through these playgrounds.

The Flutter Planets app tutorial with commits per lesson

• flutter
• android
• ios
• tutorial

Deployment checklist for securely deploying Docker

TranslatedA basic tutorial for getting started with AI Agents from zero background. It is not just a tutorial but also an Agent that can run locally: read and write files, execute commands, MCP, long-term memory, with a built-in web interface to see every step clearly. Starting from a minimal 100-line loop, each lesson adds one capability, and in the end it breaks down mainstream Agents such as Claude Code and Codex

• agent
• ai-agent
• chinese
• claude-code

Deep Learning Resources and Tutorials using Keras and Lasagne

Clean, step-by-step Windows 11 guide to enable ADB on Jio STB (JMSC200Av2 & JMSB200A) via local DNS spoofing & Docker containers. Tested on firmwares 22.1.09, 24.1.39, 25.1.9, and older builds (excludes JHS models). Includes foolproof network isolation steps, fallback troubleshooting, and Wi-Fi reset fixes for smooth sideloading.

🚢 Learn how to use docker.io containers to consistently deploy your apps on any infrastructure.

Everything you need to know about Shadow DOM

• shadow-dom
• web-components
• guide
• doubts

TranslatedBuild GPT-2 from scratch in PyTorch, step by step

• attention
• chinese
• deep-learning
• from-scratch

Vert.x Blueprint Project - A reactive todo-backend implementation using Vert.x and various persistence

• vertx
• restful-api
• asynchronous
• rxjava2

Translated🐋 Complete guide in Russian: how to install and run DeepSeek locally (V4, R1) on PC, Mac and server — Ollama, llama.cpp, LM Studio, vLLM, Open WebUI, API, RAG, agents, fine-tuning, best tips and tricks

• ai-agents
• deepseek
• deepseek-r1
• deepseek-v4

I love to teach dotnet concepts in a simple way with real world examples to people who aspire to to be a dotnet developer. I also help developers to refresh their memory with easy to understand analogy.

• dotnet
• csharp
• linq
• blazor

Bringing thousands of learners together to unpack DeepInfer through peer-reviewed explanations, documentation, and hands-on examples.

Swift playground using Logo-like commands

Suricata Extreme Performance Tuning guide - Mark II

tutorials made for biologists to learn deep learning

• biologists
• keras
• deeplearning
• deep-learning

A beginner's cookbook for the FFmpeg command-line video and audio editing tool

• command-line
• cookbook
• ffmepg

TranslatedA tiny Transformer built from scratch in PyTorch, with an English-to-Chinese translation demo | A small Transformer implemented from scratch with PyTorch, with an English-to-Chinese translation demo, to help understand how the model works

• attention-mechanism
• deep-learning
• educational
• from-scratch

PDF, MOBI, EPUB documents for Elixir's Getting Started tutorial.