ESCOM-Evolutionary-Computing

Probabilistic language based on pattern matching and constraint propagation, 153 examples

Generate high-quality triangulated and polygonal art from images.

A simple program to simulate artificial life using attraction/reuplsion forces between many particles

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

Runnable code for solving Project Euler problems in Java, Python, Mathematica, Haskell.

A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

Python implementation of KNN and DTW classification algorithm

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

Distributed High-Performance Symbolic Regression in Julia