🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
Repository Index
58,632 visible repositories in the index
1–24 of 63 · Most stars
🧑🏫 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
📜 33 JavaScript concepts every developer should know.
A playbook for systematically maximizing the performance of deep learning models.
:snowman: Possibly the smallest compiler ever
Extensive Open-Source Guides for Android Developers
Best Practices on Recommendation Systems
- machine-learning
- recommender
- ranking
- deep-learning
Writing an OS in Rust
- kernel
- rust
- operating-system
- x86-64
TranslatedBig Data Beginner's Guide :star:
- hadoop
- hdfs
- yarn
- mapreduce
Natural Language Processing Tutorial for Deep Learning Researchers
:books: Learn to write an embedded OS in Rust :crab:
- rust
- bare-metal
- raspberry-pi-3
- rpi3
Learning operating system development using Linux kernel and Raspberry Pi
Good ideas for iOS development, by Futurice developers.
- best-practices
- swift
- objective-c
- ios
TranslatedFocused on big data learning and interviews, the road to becoming a big data god begins. Flink/Spark/Hadoop/Hbase/Hive...
45+ tips for getting the most out of Claude Code, from basics to advanced - includes a custom status line script and Claude Code running itself in a container. Also includes the dx plugin: skills for everyday dev workflows.
- agentic
- agentic-ai
- agentic-coding
- agentic-workflow
:snowflake: a short introduction to node.js
A resource for learning about Machine learning & Deep Learning
- pytorch
- pytorch-implementation
- pytorch-tutorial
- pytorch-gan
The repository host gives no description.
- burst
- multicore-processors
- ecs
- entity
The most impressive websites in the world use 3D graphics and animations to bring their content to life. Learn how to build your own ThreeJS 3D Developer Portfolio today!
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
Learn where some of the network sysctl variables fit into the Linux/Kernel network flow. Translations: 🇷🇺
Dapp learning project for developers at all stages. Becoming and cultivating sovereign individuals. Nonprofit organization.
The repository host gives no description.
TranslatedHow to deploy a PaaS/DevOps (a complete software development and deployment platform) based on K8s (Kubernetes) -- tutorial/learning (hands-on code/architecture design/extensive comments/illustrated operation steps). You will learn to deploy things such as: K8S (Kubernetes), Dashboard, Harbor, Jenkins, local Gitlab, the Apollo framework, Promtheus, Grafana, Spinnaker, etc.
- kubernetes
- paas
- ci
- cd