Machine Learning Engineering Open Book
Repository Index
47,133 repositories indexed
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TranslatedQiu Xipeng's "Neural Networks and Deep Learning" (神经网络与深度学习), Second Edition and General Edition: e-book, chapter table of contents, learning resources, and errata.
- attention-mechanism
- chinese
- deep-learning
- machine-learning
TranslatedHow programmers can elegantly earn pocket money, version 2.0, upgraded into a small book. Most of this not work outside China , so no English translate
TranslatedIllustrated computer networks, operating systems, computer organization, and databases, with 1,000 diagrams + 500,000 characters, breaking down obscure and hard-to-understand computer fundamentals, so that no "bagu wen" (standard interview question essays) is hard to understand in the world! 🚀 Read online: https://xiaolincoding.com
- java
- cpp
- python
- c
machine learning and deep learning tutorials, articles and other resources
- deep-learning-tutorial
- machine-learning
- machinelearning
- deeplearning
Build the best interview map. The current content includes JS, network, browser related, performance optimization, security, framework, Git, data structure, algorithm, etc.
💿 Free software that works great, and also happens to be open-source Python.
A collection of ZSH frameworks, plugins, themes and tutorials.
- collection
- awesome-list
- zsh-theme
- zsh-completions
Code samples for my book "Neural Networks and Deep Learning"
:video_game: :pencil: A list of Game Development resources to make magic happen.
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
- csharp
- java
- javascript
- mcp
Architecture decision record (ADR) examples for software planning, IT leadership, and template documentation
- adr
- documentation
- teamwork
- architecture-decision-record
A curated list of practical Codex skills for automating workflows across the Codex CLI and API.
Translated7 days golang programs from scratch (web framework Gee, distributed cache GeeCache, object relational mapping ORM framework GeeORM, rpc framework GeeRPC etc) A series on writing/implementing things from scratch in 7 days with Go
- learning
- starter-project
- golang
- scratch
Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases
- machine-learning
- deep-learning
- leedl-tutorial
- cnn
Must-read papers on graph neural networks (GNN)
- paper-list
- gnn
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
- machine-learning
- machine-intelligence
- artificial-intelligence
- reinforcement-learning
What happens behind the scenes when we type www.google.com in a browser?
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
A collection of projects showcasing RAG, agents, workflows, and other AI use cases
A neural network that transforms a design mock-up into a static website.
- keras
- deep-learning
- seq2seq
- encoder-decoder
Mini projects built with HTML5, CSS & JavaScript. No frameworks or libraries
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows — particularly Claude Code
- awesome
- awesome-list
- claude
- claude-desktop
Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort
- machine-learning
- mlops
- model-deployment
- model-monitoring