Shyam Sudhakaran

mario-gpt. [Neurips 2023] Generating Mario Levels with GPT2. Code for the paper "MarioGPT: Open-Ended Text2Level Generation through Large Language Models" https://arxiv.org/abs/2302.05981

hyper-nn. Easy Hypernetworks in Pytorch and Jax

controllable-ncas. Code for "Goal-Guided Neural Cellular Automata: Learning to Control Self-Organising Systems"

barebones-ai. Machine Learning and Deep Learning algorithms built from scratch

stable-diffusion-server. Stable Diffusion colab server built with fastapi

skill-dt. Code for the work "Skill Decision Transformer" https://arxiv.org/abs/2301.13573

jax-nca. Neural Cellular Automata implemented with Jax

qdkit. Minimal implementations of Quality Diversity algorithms

MultiAgentBattleSimulation. multi agent reinforcement learning environment

Mario-AI-Framework. 10th Anniversary Edition (Not endorsed by Nintendo)

DeepNeuroevolutionCars. Self Driving Car Simulation Using Deep Genetic Algorithms

3d-artefacts-nca-1. Offical code for the paper: "Growing 3D Artefacts and Functional Machines with Neural Cellular Automata" https://arxiv.org/abs/2103.08737

leon. 🧠 Leon is your open-source personal assistant.

transformers. 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

optim-rl. Easy, flexible, and modular RL components

NeuralStyleTensorflow. Neural Style algorthim, as introduced in "A Neural Algorithm of Artistic Style", implemented in tensorflow

test-evocraft-py. Python

DeepLearningModels. Deep Learning models implemented in Keras and Tensorflow

evocraft-ga. Exploring Deep Genetic Algorithms in Minecraft using the Evocraft interface

GameAgents. Various tree based agents