Interactive roadmaps, guides and other educational content to help developers grow in their careers.
- computer-science
- roadmap
- developer-roadmap
- frontend-roadmap
Repository Index
47,133 repositories indexed
1–24 of 57 · Most stars
TranslatedHan Xiankai's (韩先凯) Life Advancement Guide: a bilingual Chinese-English lifelong learning guide for the AI era, covering AI, learning, entrepreneurship, wealth, love, and life
- chinese
- tutorial
- english-learning
- ai-literacy
🧑🏫 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
Learn how to develop, deploy and iterate on production-grade ML applications.
:fireworks:Interactive Online Platform that Visualizes Algorithms from Code
- algorithm
- data-structure
- visualization
- animation
Anthropic's Interactive Prompt Engineering Tutorial
An interactive git visualization and tutorial. Aspiring students of git can use this app to educate and challenge themselves towards mastery of git!
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
- python
- algorithm
- data-structure
- development
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
An interactive cheatsheet tool for the command-line
GoDS (Go Data Structures) - Sets, Lists, Stacks, Maps, Trees, Queues, and much more
- go
- golang
- data-structure
- map
Creative Coding: Generative Art, Data visualization, Interaction Design, Resources.
- awesome
- creative-coding
- interaction-design
- information-visualization
HTTP API design guide extracted from work on the Heroku Platform API
cheat allows you to create and view interactive cheatsheets on the command-line. It was designed to help remind *nix system administrators of options for commands that they use frequently, but not frequently enough to remember.
- cheatsheets
- interactive-cheatsheets
- man-page
- documentation
🌄 The Cloud Native Interactive Landscape filters and sorts hundreds of projects and products, and shows details including GitHub stars, funding, first and last commits, contributor counts and headquarters location.
- cloud-native
- landscape
- cncf
- svg
A free, online learning platform to make quality education accessible for all.
SwiftUI sample app using Clean Architecture. Examples of working with SwiftData persistence, networking, dependency injection, unit testing, and more.
- swiftui
- swift
- architecture
- clean-architecture
Promise packages, patterns, chat, and tutorials
- async-functions
- promise-modules
- promises
- javascript
🎁 A glib-like multi-platform c library
- stream
- coroutines
- algorithm
- cross-platform
links to conference publications in graph-based deep learning
- graph-neural-networks
- graph-convolutional-networks
- graph
- deep-learning
Interactive Go Interview Platform - 30+ coding challenges with instant feedback, AI interview simulation, competitive leaderboards, and automated testing. From beginner to advanced levels with real-world scenarios.
- go-interview-questions
- golang
- golang-interview-questions
- hacktoberfest
A selection of state-of-the-art research materials on trajectory prediction
- trajectory-prediction
- trajectory-generation
- social-interactions
- behavior-prediction
:european_castle: Fantasy literature worth reading
- awesome-list
- awesome
- fantasy
- literature