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arc-challenge

ARC challenge using neural cellular automata in Pytorch

bipartitegraphhash

blender

Official mirror of Blender

clipped_double_dqn

Clipped Double deep q network using pytorch to play openai gym games.

cma-es

A simplified version of Covariance Matrix Adaptation Evolutionary Strategy (CMA-ES)

cnn-dueling-double-dqn

Convolutional Dueling Double Deep Q-network to play OpenAI Atari games.

cppn-neat

An implementation of Compositional Pattern Producing Networks (CPPN) using NeuroEvolution of Augmenting Topologies (NEAT) to play OpenAI gym games. In this implimentation, the algorithm runs the 'bipedal walker' game.

decision-tree

Decision Tree using Keras on ForestFire.csv file

decisiontree

Decision Tree using Keras on csv data

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

double_dqn

Double deep Q network using Pytorch to play OpenAI gym games.

dqn

Deep Q neural network that learns to play openAI gym games

dueling-clipped-ddqn

Combined architecture of Dueling DQN and Clipped-Double DQN using PyTorch to play OpenAI gym games

evolrnn

An evolutionary recurrent neural network used to play cartpole game on OpenAI gym

glom

An implementation of 2021 paper by Geoffrey Hinton: "How to represent part-whole hierarchies in a neural network" in Pytorch.

growing-neural-cellular-automata

A simple Pytorch and Jupyter Notebook re-coding of this paper https://distill.pub/2020/growing-ca/ while using a downloaded emoji dataset from this git repository https://github.com/iamcal/emoji-data

hybrid-map-elites-neat

instant-ngp

A recreation of the 2022 paper "Instant Neural Graphics Primitives with a Multiresolution Hash Encoding"

irl-inr

Source code for IRL-INR (ICML 2023)

l4d2-bot

Uses Yolov5 for object detection and helps aim and shoot zombies in the game left4dead2.

light-field-networks

map-elites

Implementation of 'Illuminating search spaces by mapping elites' using Tensorflow, and Networkx.

med-nca

mnist-vae

Vanilla Variational Autoencoder trained on the MNIST dataset

muzero

Re-implementation of MuZero algorithm, successor of AlphaZero, to play openai gym games.

neat

Implementation of NeuroEvolution of Augmenting Topologies (NEAT) paper in TensorFlow

nerf

A recreation of the 2020 paper "NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis"

nerf_old

A recreation of the 2020 paper 'NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis'

nerfacc-testing

raydf

🔥RayDF in PyTorch (NeurIPS 2023)