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arena_2.0

Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.

awesome-ai-safety

A curated list of awesome AI safety papers, projects and communities.

awesome-competitive-programming

:gem: A curated list of awesome Competitive Programming, Algorithm and Data Structure resources

awesome-courses

:books: List of awesome university courses for learning Computer Science!

clrs

:notebook:Solutions to Introduction to Algorithms

coding-interview-university

A complete computer science study plan to become a software engineer.

controlgan

Pytorch implementation for Controllable Text-to-Image Generation.

crazy-world-simulation

An Evolutionary system simulating a world, with lots of features, some very eccentric.

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

detectron2-train

Detectron2 Trainer framework for Medical Imaging

dfs-maze-game-generator-solver

Maze Generation using DFS, Game, and Solver using DFS

diewald_fluid

processing library - fluid-simulation

dify-llmagents

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

dqn-flappy-bird

🕹️ Flappy Bird hack using Deep Reinforcement Learning with Double Q-learning

eng-practices

Google's Engineering Practices documentation

icml2016

Generative Adversarial Text-to-Image Synthesis

imitation-learning

Clean PyTorch implementations of imitation and reward learning algorithms

infogail

Source code for our NIPS 2017 paper, InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations

interview

Interview questions

macad-gym

Learning Environments for Multi-Agent Connected Autonomous Driving (MACAD) Gym.

magellan-simulation

Visualized 2D dynamics simulation for Subways, public transport and paths within a dynamic city

maze-game

2D Maze generator, solver playable as a Game

mcan-vqa

Deep Modular Co-Attention Networks for Visual Question Answering

mlp-mixer-trainer

A framework for conducting training experiments with Mixers, an efficient alternative to Vision Transformers (ViTs)

multiagent-gail

Testing Multi-Agent Generative Adversarial Imitation Learning (GAIL)

online-3d-bpp-drl

opencv-processing

OpenCV for Processing. A creative coding computer vision library based on the official OpenCV Java API

p5.js-scripts

p5 Sketches mainly inspired by videos from Daniel Schiffman. Includes Genetic Algorithm based scripts too.

pixelflow

A Processing/Java library for high performance GPU-Computing (GLSL). Fluid Simulation + SoftBody Dynamics + Optical Flow + Rendering + Image Processing + Particle Systems + Physics +...

projects

:page_with_curl: A list of practical projects that anyone can solve in any programming language.