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Shyam Sudhakaran's Projects

3d-artefacts-nca-1 icon 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

barebones-ai icon barebones-ai

Machine Learning and Deep Learning algorithms built from scratch

controllable-ncas icon controllable-ncas

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

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

docker-minecraft-server icon docker-minecraft-server

Docker image that provides a Minecraft Server that will automatically download selected version at startup

evocraft-ga icon evocraft-ga

Exploring Deep Genetic Algorithms in Minecraft using the Evocraft interface

evostrat icon evostrat

A library that makes Evolutionary Strategies (ES) simple to use.

explorerl icon explorerl

Reinforcement Learning Algorithms implemented in Tensorflow 2.0 and PyTorch

hyperclip icon hyperclip

Code repository for the paper "Meta-Learning via Classifier(-free) Guidance"

jax-nca icon jax-nca

Neural Cellular Automata implemented with Jax

jsonformer icon jsonformer

A Bulletproof Way to Generate Structured JSON from Language Models

leon icon leon

🧠 Leon is your open-source personal assistant.

mario-gpt icon 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

miniqd icon miniqd

Minimal implementations of Quality Diversity algorithms

networking icon networking

Exploring and utilizing Computer Network architecture

neuralstyletensorflow icon neuralstyletensorflow

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

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