Pinned Repositories
.github
bevodevo
Bootstrapping Evolutionary and Developmental Learning
carle
Cellular Automata Reinforcement Learning Environment.
carles_game
A challenge in open-ended machine creativity and exploration (part of IEEE Conference on Games 2021) based on a Cellular Automata Reinforcement Learning Environment
DisContinuous
Exploring the role of discretization in self-organization within certain complex dynamic systems
MLPDialects
Multi Layer Perceptron implemented in 4 different libraries
OpenSafety
Open Safety Gym with PyBullet
SRNCA
Symbolic regression and neural cellular automata
yuca
Your Universal Cellular Automata
riveSunder's Repositories
riveSunder/pruning_tutorial
riveSunder/Lightning4NLP
Natural Language Processing with PyTorch Lightning and Hugging Face
riveSunder/eg_autotomy
Evolving Simulated Autotomous Robots
riveSunder/Lightning4CV
Computer vision with PyTorch Lightning
riveSunder/AnomalyDetection
Anomaly detection
riveSunder/MetabolSim
Biochemical Network Modelling Tool
riveSunder/quantum_xor
Simple demonstration of learning the XOR problem with quantum machine learning library PennyLane
riveSunder/Lightning4RL
PyTorch
riveSunder/bevodevo
Bootstrapping Evolutionary and Developmental Learning
riveSunder/harli_learning
A changing center-of-mass reward hack strategy sometimes employed by a Hebbian cellular automata policy.
riveSunder/symformer
riveSunder/human_vs_harli
Can you beat a reward-hacking bot?
riveSunder/rl_cool_envs
Annotated directory of reinforcement learning environments
riveSunder/unet_demo
An image segmentation model (U-Net-based) implemented with PyTorch Lightning
riveSunder/lightning_pruning
A simple demo of using the `ModelPruning` callback during training with PyTorch Lightning
riveSunder/pysr
High-Performance Symbolic Regression in Python
riveSunder/LightningMatrixFactorization
A simple demonstration of a matrix factorization recommender system built with PyTorch and PyTorch Lightning.
riveSunder/synaptolytic-learning
Learning by pruning as an evolutionary strategy.
riveSunder/NeuralSymbolicRegressionThatScales
Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"
riveSunder/SortaSota
riveSunder/Lenia-Tutorial
riveSunder/self-organising-systems
riveSunder/basic_evo
basic exercises in evolutionary algorithms
riveSunder/symbolicgpt
Symbolic regression is the task of identifying a mathematical expression that best fits a provided dataset of input and output values. In this work, we present SymbolicGPT, a novel transformer-based language model for symbolic regression.
riveSunder/Cyto.jl
Cellular automata library
riveSunder/fed_ml_flower_demo
Federated Learning Demos with Flower
riveSunder/bootstrap_demo
Demo of bootstrap uncertainty with Julia
riveSunder/walking_space
Walking Through Latent Space and Other Rewarding Pastimes
riveSunder/DockRL
Reinforcment learning and evolutionary strategies applied to protein-ligand docking simulation with Autodock Smina.
riveSunder/pgens
Policy Generating Evolvable Networks