deap

There are 4 repositories under deap topic.

kaushalshetty / FeatureSelectionGA
Feature Selection using Genetic Algorithm (DEAP Framework)
feature-selection genetic-algorithm deap machine-learning python
Language:Python 364
rodrigo-arenas / Sklearn-genetic-opt
ML hyperparameters tuning and features selection, using evolutionary algorithms.
python scikit-learn machine-learning artificial-intelligence hyperparameters deap looking-for-contributors model-selection hyperparameter-optimization automl begginer-friendly evolutionary-algorithms contributions-welcome help-wanted good-first-issue goodfirstissue sklearn up-for-grabs featureselection feature-selection
Language:Python 314
aqibsaeed / Genetic-CNN
CNN architecture exploration using Genetic Algorithm
deep-learning genetic-algorithm machine-learning deap tensorflow
Language:Python 218
mbelmadani / moead-py
A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)
algorithm multiobjective-optimization evolutionary-algorithm decomposition nsga-ii moead deap
Language:Python 76
gcunhase / Emotional-Video-to-Audio-with-ANFIS-DeepRNN
Emotional Video to Audio Transformation with ANFIS-DeepRNN (Vanilla RNN and LSTM-DeepRNN) [MPE 2020]
audio music-generation visual-features audio-features anfis emotion-labels lindsey-stirling-dataset deap deap-dataset matlab machine-learning machinelearning
Language:MATLAB 25
nilinswap / neuro-evolution
A project on improving Neural Networks performance by using Genetic Algorithms.
neural-network genetic-algorithm python3 tensorflow deap neat nsga2 memetic-algorithms neuroevolution transfer-learning
Language:Python 24
viktorsapozhok / earthquake-prediction
Kaggle LANL Earthquake Prediction challenge, Genetic Algorithm (DEAP) + CatboostRegressor, private score 2.425 (31 place)
earthquake-prediction genetic-algorithm deap catboost kaggle-competition catboostregressor
Language:Python 22
cheulyop / PyTEAP
PyTEAP: A Python implementation of Toolbox for Emotion Analysis using Physiological signals (TEAP).
baseline-classification deap physiological-signals
Language:Python 15
DMTSource / deap_ray
Ray based map function for Deap with examples. Automatically batches iterator to multiple workers for many processors or clusters.
deap python ray
Language:Python 15
krypty / trefle
Trefle is a scikit-learn compatible estimator implementing the FuzzyCoCo algorithm that uses a cooperative coevolution algorithm to find and build interpretable fuzzy systems.
fuzzy-logic scikit-learn machine-learning evolutionary-algorithm deap python data-science interpretability
Language:Python 13
mdmfernandes / smoc
A stochastic circuit optimizer for Cadence Virtuoso, using the NSGA-II genetic algorithm.
cadence-virtuoso circuit-simulation optimization-tools deap nsga-ii genetic-algorithm ade-xl circuit python
Language:Python 11
flexyw1be / AI-tetris
ai deap genetic-algorithm pygame pygame-games python3 tetris tetris-clone tetris-game tetromino
Language:Python 10
AshwiniDPrabhu / Evolutionary-Machine-Learning
evolutionary-algorithms genetic-algorithms genetic-programming evolutionary-strategy python pso deap xcs
Language:Jupyter Notebook 8
disconnect3d / ga_exams_scheduling
Genetic algorithm to solve modular exams scheduling problem written in Python.
python genetic-algorithms genetic-algorithm deap exam-schedule scheduling-algorithms
Language:Python 8
klean2050 / EEG_CrossModal
[ICASSP 2022] EEG - Music Cross Modal Learning
affective-computing cross-modal-retrieval deap eeg emotion-recognition multimodal-learning music music-cognition
Language:Python 7
oyeb / PEAviz
Python Evolutionary Algorithm Visualisation toolkit on DEAP
complex-networks deap evolutionary-algorithms
Language:Python 7
Buddy28911 / evolutionary_composition
Evolutionary Composition uses genetic algorithms to create and enhance musical melodies.
music midi genetic-algorithm evolutionary-algorithms python3 python mido deap
Language:Python 6
jpwiedekopf / TimeSeriesMTL
Code for my Master's Thesis at the Institute of Medical Informatics, Universität zu Lübeck.
keras tensorflow keras-tensorflow multi-task-learning emotion-recognition human-activity-recognition opportunity deap
Language:Python 6
mbelmadani / motifgp
Motif discovery for DNA sequences using multiobjective optimization and genetic programming.
motif genetic-programming multiobjective-optimization bioinformatics chip-seq regular-expressions network-expressions strongly-typed motif-discovery transcription-factors transcription-factor-binding python pareto-front nsga-ii deap dna sequences dna-sequences jaspar
Language:Python 6
akuroiwa / chem-ant
Select materials to output molecules similar to the target molecule with MCTS Solver and Genetic Programming.
cheminformatics chemoinformatics deap genetic-programming mcts-solver rdkit
Language:Python 5
efficomp / culebra
Culebra is a DEAP-based evolutionary computation library designed to solve feature selection problems.
feature selection deap
Language:Python 5
jgmn / genetic_algorithm
Development of genetic algorithm using DEAP library
deap geopandas python
Language:Python 5
sineatos / deag
Distributed Evolutionary Algorithms in Golang
deap evolutionary evolutionary-computation go golang multiobjective-optimization
Language:Go 5
Freakwill / DEAP-learning
🧬learn DEAP, python lib for GA (not deep learning)
deap genetic-algorithm
4
jon32446 / deap-regex-solver-genetic-programming
Playing around with DEAP's genetic programming to generate a regex that matches everything in one list and nothing in another list
genetic-programming deap regex regex-golf
Language:Python 4
rfim / DEAP-SimpleExample-Notebook
( 🦉 ) This code lab intended to introduce new Machine Learning Algorithm // DEAP : Distributed Evolutionary Algorithm Framework.
machine-learning deap genetic-algorithm scoop
Language:Jupyter Notebook 4
cactusWhiskey / tensor-evolution
Evolutionary algorithm for neural network structure
deap evolutionary-algorithm machine-learning neural-network tensorflow
Language:Python 3
concision / n-queens
Solving the n-queens chessboard problem using DEAP evolutionary algorithms and genetic programming.
deap evolutionary-algorithms genetic-algorithms jupyter-notebook n-queens n-queens-problem python
Language:Jupyter Notebook 3
LMesaric / Seminar-FER-2019
Seminar project at FER led by Assistant Professor Marko Čupić
seminar python python3 genetic-algorithm evolutionary-algorithms function-approximation approximation numpy sympy matplotlib deap paper latex
Language:TeX 3
SteffanoP / cbdgen
An Evolutionary Scalable Framework for Synthetic Data Generation based in Data Complexity.
python dataset-generation deap nsga-iii
Language:Python 3
aymanish / Multi-Robot-Task-Allocation-using-Genetic-Algorithms
Final Year project on Multi Objective Multi robot task allocation using Genetic Algorithms. It explores qualitatively and quantitatively balancing conflicts when optimising tasks scheduling for time and distance in a logistics scenario.
deap genetic-algorithm mrta nsga-ii python3 robotics task-allocation-algorithm
Language:Jupyter Notebook 2
GRicciardi00 / GP_Image_Filter_Generation
Thesis activity carried out during the laboratory internship at the University of Parma, the goal is to generate filters for denoise and edge detection using genetic programming.
genetic-programming python artificial-intelligence computer-vision denoise-images edge-detection image-processing deap
Language:Python 2
Kelvin229 / preditor-prey-pursuit
Using Genetic programming, to evolve stategies that preditors and preys will use in a simulated environment, such that Preditors get better at catching preys over time (generations).
deap deap-library evolutionary-algorithms genetic-programming prey-predator pycharm python simulation strategy-design-pattern
Language:Python 2
marcy3ait / Trelicia
Implementação numérica do método dos elementos finitos para treliças tridimensionais, tendo como outputs deformação, tensão, frequências naturais e modos de vibrar
truss-solver 3d fem elementos finitos fea deap optimization nsga2
Language:Python 2
Genetic-Algorithm-for-VRP
PacemakerX / Genetic-Algorithm-for-VRP
Harness the power of Genetic Algorithms to optimize vehicle routes for the Vehicle Routing Problem (VRP) with this Python-based solution. Achieve up to 15% reduced travel distance and 20% improved delivery efficiency using the DEAP library for evolutionary computation. Visualize your results with Matplotlib for clear, data-driven decisions. 📈🧬
deap genetic-algorithm jupiter-notebook matplotlib numpy
Language:Jupyter Notebook 2
vintousan / dcp_param_selection_ga
Genetic Algorithm as an approach to select image restoration parameters that provides the greatest improvement to a turbid underwater image.
deap genetic-algorithm metaheuristic-optimisation
Language:Python 2

deap

kaushalshetty / FeatureSelectionGA

rodrigo-arenas / Sklearn-genetic-opt

aqibsaeed / Genetic-CNN

mbelmadani / moead-py

gcunhase / Emotional-Video-to-Audio-with-ANFIS-DeepRNN

nilinswap / neuro-evolution

viktorsapozhok / earthquake-prediction

cheulyop / PyTEAP

DMTSource / deap_ray

krypty / trefle

mdmfernandes / smoc

flexyw1be / AI-tetris

AshwiniDPrabhu / Evolutionary-Machine-Learning

disconnect3d / ga_exams_scheduling

klean2050 / EEG_CrossModal

oyeb / PEAviz

Buddy28911 / evolutionary_composition

jpwiedekopf / TimeSeriesMTL

mbelmadani / motifgp

akuroiwa / chem-ant

efficomp / culebra

jgmn / genetic_algorithm

sineatos / deag

Freakwill / DEAP-learning

jon32446 / deap-regex-solver-genetic-programming

rfim / DEAP-SimpleExample-Notebook

cactusWhiskey / tensor-evolution

concision / n-queens

LMesaric / Seminar-FER-2019

SteffanoP / cbdgen

aymanish / Multi-Robot-Task-Allocation-using-Genetic-Algorithms

GRicciardi00 / GP_Image_Filter_Generation

Kelvin229 / preditor-prey-pursuit

marcy3ait / Trelicia

PacemakerX / Genetic-Algorithm-for-VRP

vintousan / dcp_param_selection_ga