Deap Python Packages

sklearn-genetic-opt

ML hyperparameters tuning and features selection, using evolutionary algorithms.

chem-ant

Select materials to output molecules similar to the target molecule with MCTS Solver and Genetic Programming.

chess-ant

Simulator to solve chess problems with MCTS Solver and Genetic Programming.

tensor-evolution

Evolutionary algorithm for neural network structure

pyteap

PyTEAP: A Python implementation of Toolbox for Emotion Analysis using Physiological signals (TEAP).

feature-selection-ga

Feature Selection using Genetic Algorithm (DEAP Framework)

eptune

EPTune: Parameter Tuning using Evolutionary Algorithm.

nas-ga

Feature Selection using Genetic Algorithm (DEAP Framework)

geepers-pkg

Source code used to evaluate the combination of Genetic Programming and Hyper-Heuristics to the Network Intrusion Detection problem, for the COS700 module at the University of Pretoria.

genetic-algorithm-nas

Feature Selection using Genetic Algorithm (DEAP Framework)