kaifishr/SpaceDrones

Stars
4
Rank 3,287,271 (Top 66 %)
Language
Python
License
MIT License
Created almost 2 years ago
Updated about 1 month ago

kaifishr/SpaceDrones

kaifishr

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A simple learning environment with space drones for evolution-inspired optimization.

PyTorchRelevancePropagation

A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.

CppMultilayerPerceptron

A simple class for fully connected neural networks.

LayerwiseRelevancePropagation

A basic implementation of the Layer-wise Relevance Propagation algorithm in Tensorflow.

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Environment equipped with reinforcement learning algorithms to train agents to play tic-tac-toe.

NeuralAnnealing

Simulated annealing for neural networks with JAX.

RealTimeRelevancePropagation

An implementation for real time layer-wise relevance propagation using OpenCV and Tensorflow.

NeuralGrid

A grid-based neural network architecture.

PyDualNumber

Basic implementation of dual numbers in Python.

VanillaTreeSPH

A simple smoothed-particle hydrodynamics code that uses a tree algorithm to find neighbour particles.

MinMixer

A minimal MLP-Mixer architecture for image classification.

MathLang

Investigate the capabilities of neural networks to process mathematical expressions.

NeuroEvolution

A hybrid optimization algorithm that combines gradient descent for network parameter optimization and an evolutionary algorithm for network topology optimization.

GeneticWheels

Genetic optimization algorithm for the evolution of wheels.

GeneticNeuralNetworkTraining

A Python implementation of a genetic optimizer for fully connected neural networks

RocketLander

A simple framework equipped with optimization algorithms, such as reinforcement learning, evolution strategies, genetic optimization, and simulated annealing, to enable an orbital rocket booster to land autonomously.

kaifishr.github.io

My corner of the internet.