Repository Index

INGInious is a secure and automated exercises assessment platform using your own tests, also providing a pluggable interface with your existing LMS.

• grading
• assessment
• education
• e-assessment

Materials for GWU DNSC 6279 and DNSC 6290.

• data-science
• data-mining
• data-visualization
• machine-learning

A set of koans for learning Elm

Teaching materials for a future Foundation of Embodied AI course, with Chinese and English tutorials on robot dynamics, Isaac Sim, Isaac Lab, MuJoCo, robot learning, ROS 2, camera calibration, PPO, SAC, Flow Matching, GR00T, and SONIC.

A repository of learning & R resources related to topic models

Learning Swift by working through example code in playgrounds

• playground
• swift
• swift-programming-language
• swift-playgrounds

Companion repository for “In-Context Learning for Robots: Methods and Applications” — methods, datasets, and benchmarks organized by taxonomy and release date.

• awesome-list
• embodied-ai
• imitation-learning
• in-context-learning

Learn how to start using Markdown

• workshopper
• nodeschool
• markdown
• how-to

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

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

DevStart Lab - An interactive open-source platform to learn programming, explore real projects, and contribute to GitHub.

• beginner-friendly
• coding-challenges
• developer-tools
• education

This is an aspiring project aimed at accumulating knowledge from the world of cybersecurity and presenting it in a cogent way, so it is accessible to as large an audience as possible and so that everyone has a good resource to learn hacking from.

• cryptography
• hacking
• system
• cheatsheet

✅ Complete beginners tutorial building a todo list from scratch in Phoenix 1.7 (latest)

• elixir
• phoenix
• tutorial
• beginner

TranslatedAn agent development practice room based on LangGraph subgraphs: requirement clarification, user notes, document generation, and human review.

Solutions to In-Class questions, Problem Sets and Exams of MIT Mathematics for Computer Science 2015 (same as 2019 Open Learning Library)

• calculus
• counting
• functions
• graph

learning maths again

Expertiza is a web application through which students can submit and peer-review learning objects (articles, code, web sites, etc). The Expertiza project is supported by the National Science Foundation.

• ruby
• peer-reviews
• rails-application
• students

AI Roadmap 2026: a beginner's path through Foundations, LLM Engineering, Agents, Evaluation, and Production, with verified free resources and a mini-project per layer

• agents
• ai
• ai-engineering
• evaluation

Let's learn these things together

Awesome TensorFlow.js - A curated list of dedicated resources to master TensorFlow.js

• awesome-list
• awesome
• tensorflow
• tfjs

ChatGPT Python Applications integrated with third party libraries and modules

• chatgpt
• chatgpt-api
• machine-learning
• python

Koans are small lessons on the path to enlightenment. The aim of the Idris Koans project is to provide an easy learning environment in Idris. Your insight will be derived by encountering failing code and fixing them so that they type check.

Learn all about asynchronous elixir

• concurrency
• course
• elixir
• book

A collection of awesome papers, articles and various resources on credit and credit risk modeling

• credit-scoring
• credit-modeling
• financial-machine-learning
• sample-selection

In-depth tutorials on LLMs, RAGs and real-world AI agent applications (Personal learning hub)