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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

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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