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fun-with-gans

repo for having fun with generative adversarial networks

game-agnostic

Game agnostic game players and learners. A project building experiments around the idea of an agent that can play, and/or learn to play, games with different observation and action spaces.

gnn_casr

Cellular automata, graph neural networks, and symbolic regression

graphnn

Building a graph NN from scratch.

harli_learning

A changing center-of-mass reward hack strategy sometimes employed by a Hebbian cellular automata policy.

hashlife

Python implemenattion of the most amazing algorithm ever invented %-)

human_vs_harli

Can you beat a reward-hacking bot?

ipscriptsqtd

image processing scripts without another home.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

journal-clubbed

Prototyping area for experimenting with published ideas

lectures

Oxford Deep NLP 2017 course

lenia-tutorial

life_like

Life-like cellular automata implementations.

lightning4cv

Computer vision with PyTorch Lightning

lightning4rl

PyTorch

lightning_pruning

A simple demo of using the `ModelPruning` callback during training with PyTorch Lightning

lightningmatrixfactorization

A simple demonstration of a matrix factorization recommender system built with PyTorch and PyTorch Lightning.

loreg

Low level MLP implementation for experimenting with regularization techniques.

lrcuberl

Learning Rubik's Cube with Reinforcement Learning

metabolsim

Biochemical Network Modelling Tool

microscopycode

mlpdialects

Multi Layer Perceptron implemented in 4 different libraries

moving_in_morley

A demo entry for the Carle's Game competition

neuralsymbolicregressionthatscales

Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"

neurodevo.jl

A framework for artificial developmental neural networks, in Julia

neurofun

Basic functions for training neural networks and RBMs based on my notes from Geoffrey Hinton's Coursera course (https://www.coursera.org/learn/neural-networks)

opensafety

Open Safety Gym with PyBullet

panns

Repository for experiments with plastic artificial neural networks.

pennylane

PennyLane is a cross-platform Python library for quantum machine learning, automatic differentiation, and optimization of hybrid quantum-classical computations

pgens

Policy Generating Evolvable Networks