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pypi.org "genetic-algorithm" keyword

View the packages on the pypi.org package registry that are tagged with the "genetic-algorithm" keyword.

Top 5.6% on pypi.org
pysr 1.5.5
Simple and efficient symbolic regression
200 versions - Latest release: 17 days ago - 1 dependent package - 4 dependent repositories - 14.4 thousand downloads last month - 2,750 stars on GitHub - 1 maintainer
pysr-mcranmer 0.0.1
Simple and efficient symbolic regression
1 version - Latest release: over 4 years ago - 1 dependent repositories - 51 downloads last month - 2,750 stars on GitHub - 1 maintainer
fliscopt 0.3.0 💰
Flight scheduling optimization using Genetic Algorithm variants and other algorithms.
6 versions - Latest release: about 3 years ago - 1 dependent repositories - 259 downloads last month - 39 stars on GitHub - 1 maintainer
nesneat 1.0.7
Evolving Neural Networks through Augmenting Topologies withEvolution Strategy Training
4 versions - Latest release: over 3 years ago - 1 dependent repositories - 118 downloads last month - 18 stars on GitHub - 1 maintainer
optframe 5.1.0
Python bindings for OptFrame Functional Core
22 versions - Latest release: 11 months ago - 1 dependent repositories - 477 downloads last month - 11 stars on GitHub - 1 maintainer
tagenalgo 1.0.7
A parameter optimization algorithm for trading strategy
8 versions - Latest release: over 4 years ago - 1 dependent repositories - 183 downloads last month - 27 stars on GitHub - 1 maintainer
genetics 1.0.0
Genetic Algorithm in Python, which could be used for Sampling, Feature Select, Model Select, etc ...
1 version - Latest release: almost 8 years ago - 1 dependent repositories - 79 downloads last month - 15 stars on GitHub - 1 maintainer
tsp-framework 1.27
Framework para resolver el problema del vendedor viajero aplicando metodos de busqueda como Simul...
20 versions - Latest release: about 3 years ago - 1 dependent repositories - 471 downloads last month - 1 stars on GitHub - 1 maintainer
pytorchautoforge 0.1.3
PyTorchAutoForge library is based on raw PyTorch and designed to automate DNN development, model ...
6 versions - Latest release: 3 months ago - 338 downloads last month - 2,721 stars on GitHub - 1 maintainer
greyjack 0.2.5
GreyJack Solver is a constraint metaheuristic solver for Python, built on the robust foundations ...
13 versions - Latest release: 2 days ago - 3.56 thousand downloads last month - 0 stars on GitHub - 1 maintainer
moldrug 3.7.3
moldrug is a python package for drug-oriented optimization on the chemical space.
35 versions - Latest release: 10 months ago - 1 dependent repositories - 902 downloads last month - 30 stars on GitHub - 1 maintainer
Top 2.1% on pypi.org
pygad 3.4.0 💰
PyGAD: A Python Library for Building the Genetic Algorithm and Training Machine Learning Algoithm...
53 versions - Latest release: 3 months ago - 9 dependent packages - 67 dependent repositories - 57 thousand downloads last month - 1,561 stars on GitHub - 1 maintainer
evolvepy 2.0.0
EvolvePy is a Python module created to allow the easy creation and execution of evolutionary algo...
2 versions - Latest release: almost 2 years ago - 1 dependent repositories - 93 downloads last month - 0 stars on GitHub - 1 maintainer
evopreprocess 0.5.0
Data Preprocessing with Evolutionary and Nature Inspired Algorithms.
15 versions - Latest release: about 2 years ago - 1 dependent repositories - 477 downloads last month - 9 stars on GitHub - 1 maintainer
genetic-algorithms 1.0.1
This library is a wrapper for genetic algorithms to leverage in optimisation problems.
2 versions - Latest release: over 3 years ago - 1 dependent repositories - 130 downloads last month - 3 stars on GitHub - 1 maintainer
bipevo 0.0.3
A package to optimize resource allocation in business processes using differential evolution
1 version - Latest release: about 3 years ago - 1 dependent repositories - 53 downloads last month - 1 stars on GitHub - 1 maintainer
alogos 0.2.1
Grammar-guided genetic programming (G3P): Search for optimal strings in any context-free language.
2 versions - Latest release: over 1 year ago - 106 downloads last month - 9 stars on GitHub - 1 maintainer
pytspsolver 0.0.1
Easy to use python package for rapid experimentation on the classic travelling salesman problem.
1 version - Latest release: about 6 years ago - 1 dependent repositories - 30 downloads last month - 2 stars on GitHub - 1 maintainer
moptipy 0.9.144
A package for metaheuristic optimization in Python.
150 versions - Latest release: about 1 month ago - 1 dependent package - 1 dependent repositories - 3.56 thousand downloads last month - 14 stars on GitHub - 1 maintainer
optivolutionpy 1.0.1
A flexible genetic algorithm library written in Python3.
2 versions - Latest release: over 5 years ago - 1 dependent repositories - 93 downloads last month - 0 stars on GitHub - 1 maintainer
geneal 0.7.1
Python Genetic Algorithm library
13 versions - Latest release: about 1 year ago - 1 dependent package - 2 dependent repositories - 479 downloads last month - 65 stars on GitHub - 1 maintainer
gentun 0.0.3
Hyperparameter tuning for machine learning models using a distributed genetic algorithm
3 versions - Latest release: 7 months ago - 152 downloads last month - 88 stars on GitHub - 1 maintainer
hyponic 0.1.1
Hyperparameter Optimization with Nature-Inspired Computing
6 versions - Latest release: almost 2 years ago - 287 downloads last month - 3 stars on GitHub - 1 maintainer
generic-algorithm-light 0.2.1
A lightweight genetic algorithm package for optimization
10 versions - Latest release: about 1 year ago - 325 downloads last month - 9 stars on GitHub - 1 maintainer
geneticanalyzer 1.1.7
A library for visualizing genetic algorithm lineages
5 versions - Latest release: 3 months ago - 217 downloads last month - 1 stars on GitHub - 1 maintainer
ki 0.1 💰
Reinforcment Learning Inspired by Earth
2 versions - Latest release: over 6 years ago - 2 dependent repositories - 105 downloads last month - 0 stars on GitHub - 1 maintainer
freqgen 0.1.0
Generate DNA sequences with specified amino acid, codon, and k-mer frequencies.
1 version - Latest release: over 6 years ago - 1 dependent repositories - 56 downloads last month - 16 stars on GitHub - 1 maintainer
pygalib 0.1.0
A simple and easy-to-use genetic algorithm library
1 version - Latest release: over 9 years ago - 2 dependent repositories - 56 downloads last month - 6 stars on GitHub - 1 maintainer
auto-cnn 1.0
Automatically designing CNN architectures using Genetic Algorithm for Image Classification implem...
1 version - Latest release: over 4 years ago - 1 dependent repositories - 61 downloads last month - 32 stars on GitHub - 1 maintainer
Top 5.6% on pypi.org
sko 0.5.7 💰
Swarm Intelligence in Python
2 versions - Latest release: almost 5 years ago - 1 dependent package - 5 dependent repositories - 1.21 thousand downloads last month - 5,476 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
scikit-opt 0.6.6 💰
Swarm Intelligence in Python
20 versions - Latest release: over 3 years ago - 7 dependent packages - 45 dependent repositories - 5.65 thousand downloads last month - 5,476 stars on GitHub - 1 maintainer
evolutionary-keras 1.0.1
An evolutionary algorithm implementation for Keras
5 versions - Latest release: about 5 years ago - 1 dependent repositories - 228 downloads last month - 10 stars on GitHub - 2 maintainers
hgmeans 3.0
HG-means clustering for minimum sum-of-squares formulation
4 versions - Latest release: almost 3 years ago - 1 dependent repositories - 98 downloads last month - 8 stars on GitHub - 1 maintainer
pyrimidine 1.7.3
A competitive framework tailored for GA, crafted with an emphasis on OOP and Algebra-Inspired Pro...
21 versions - Latest release: about 1 month ago - 1 dependent repositories - 288 downloads last month - 4 stars on GitHub - 1 maintainer
hgpack 1.1.5
HG-means clustering package
15 versions - Latest release: about 6 years ago - 1 dependent repositories - 314 downloads last month - 8 stars on GitHub - 1 maintainer
Top 8.0% on pypi.org
geneticalgorithm2 6.9.2
Supported highly optimized and flexible genetic algorithm package for python
77 versions - Latest release: about 1 year ago - 1 dependent package - 4 dependent repositories - 3.53 thousand downloads last month - 4 stars on GitHub - 1 maintainer
darkgreybox 0.3.2
DarkGreyBox: An Open-Source Data-Driven Python Building Thermal Model Inspired By Genetic Algorit...
6 versions - Latest release: about 1 year ago - 1 dependent repositories - 270 downloads last month - 40 stars on GitHub - 1 maintainer
auxeticmop 1.0.2
A package for finding meta-material structure using ABAQUS and MOP evolutionary algorithm approac...
3 versions - Latest release: about 2 years ago - 98 downloads last month - 5 stars on GitHub - 1 maintainer
jostar 0.0.4
Feature Selection Module for Data Sciences in Python
4 versions - Latest release: about 3 years ago - 1 dependent repositories - 175 downloads last month - 11 stars on GitHub - 1 maintainer
Top 6.9% on pypi.org
gaft 0.5.7
A Genetic Algorithm Framework in Python
26 versions - Latest release: over 6 years ago - 1 dependent package - 3 dependent repositories - 1.06 thousand downloads last month - 745 stars on GitHub - 1 maintainer
atgfe 0.2.60
Automated Transparent Genetic Feature Engineering or ATgfe
3 versions - Latest release: almost 5 years ago - 1 dependent repositories - 155 downloads last month - 22 stars on GitHub - 1 maintainer
organisms 3.2.6
This program is designed to perform a genetic algorithm global optimisation for nanoclusters.
8 versions - Latest release: about 4 years ago - 1 dependent repositories - 334 downloads last month - 7 stars on GitHub - 1 maintainer
autopvs1-batch 2.0
A tool for batch run autoPVS1
1 version - Latest release: over 3 years ago - 1 dependent repositories - 60 downloads last month - 35 stars on GitHub - 1 maintainer
optimisation-algorithms 1.1.2 💰
A collection of the most commonly used Optimisation Algorithms for Data Science & Machine Learning
7 versions - Latest release: over 2 years ago - 1 dependent repositories - 52 downloads last month - 9 stars on GitHub - 1 maintainer
gatree 0.2.0
Evolutionary decision trees
7 versions - Latest release: 5 months ago - 270 downloads last month - 9 stars on GitHub - 1 maintainer
gari 1.4 💰
Reproducing Image using Genetic Algorithm
1 version - Latest release: almost 7 years ago - 1 dependent repositories - 57 downloads last month - 59 stars on GitHub - 1 maintainer
geneticml 1.0.8
A simple and lightweight genetic algorithm for optimization of any machine learning model
8 versions - Latest release: about 3 years ago - 1 dependent repositories - 251 downloads last month - 8 stars on GitHub - 1 maintainer
genetic-tree 0.1.2
Constructing decision trees with genetic algorithm with a scikit-learn inspired API
3 versions - Latest release: about 4 years ago - 1 dependent repositories - 438 downloads last month - 24 stars on GitHub - 1 maintainer
geneticpython 0.0.3
A simple and friendly Python framework for genetic-based algorithms
3 versions - Latest release: about 2 years ago - 1 dependent repositories - 137 downloads last month - 4 stars on GitHub - 1 maintainer
graforvfl 2.0.0
GrafoRVFL: A Gradient-Free Optimization Framework for Boosting Random Vector Functional Link Network
5 versions - Latest release: 12 days ago - 180 downloads last month - 5 stars on GitHub - 1 maintainer
mafese 0.2.0
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
11 versions - Latest release: 10 months ago - 451 downloads last month - 72 stars on GitHub - 1 maintainer
pyminos 0.5.1
Neural nets hyper parameters & architecture search with genetic algorithms
34 versions - Latest release: about 8 years ago - 1 dependent repositories - 407 downloads last month - 51 stars on GitHub - 1 maintainer
pygenetic 1.0.2
An Efficient Python Genetic Algorithm API
1 version - Latest release: almost 6 years ago - 1 dependent repositories - 60 downloads last month - 3 stars on GitHub - 1 maintainer
metaperceptron 2.0.0
MetaPerceptron: A Standardized Framework for Metaheuristic-Trained Multi-Layer Perceptron
4 versions - Latest release: 6 months ago - 208 downloads last month - 9 stars on GitHub - 1 maintainer
nia 0.0.3 💰
Nature Inspired Optimization Algorithms
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 135 downloads last month - 28 stars on GitHub - 1 maintainer
propulate 1.2.2
Massively parallel genetic optimization through asynchronous propagation of populations
5 versions - Latest release: 11 months ago - 242 downloads last month - 32 stars on GitHub - 1 maintainer
easymyai 4.2.1
Easy creation of your own simple neural network
4 versions - Latest release: over 1 year ago - 144 downloads last month - 1 stars on GitHub - 1 maintainer
genepro 0.1.3
A baseline implementation of genetic programming (using trees to encode programs) with some examp...
11 versions - Latest release: 9 months ago - 1 dependent repositories - 404 downloads last month - 28 stars on GitHub - 1 maintainer
Top 4.8% on pypi.org
mealpy 3.0.1
MEALPY: An Open-source Library for Latest Meta-heuristic Algorithms in Python
58 versions - Latest release: over 1 year ago - 12 dependent packages - 2 dependent repositories - 10 thousand downloads last month - 980 stars on GitHub - 1 maintainer
dnptools 0.0.4
Python utilities for working with DENOPTIM (https://github.com/denoptim-project/DENOPTIM)
4 versions - Latest release: about 2 years ago - 156 downloads last month - 37 stars on GitHub - 1 maintainer
feature-selection-ga 0.1.3
Feature Selection using Genetic Algorithm (DEAP Framework)
3 versions - Latest release: over 4 years ago - 1 dependent repositories - 126 downloads last month - 367 stars on GitHub - 1 maintainer
nas-ga 0.0.4
Feature Selection using Genetic Algorithm (DEAP Framework)
4 versions - Latest release: about 2 years ago - 171 downloads last month - 367 stars on GitHub - 1 maintainer
fantasy-ga 0.4.3
Genetic algorithm library to generate fantasy sports lineups
8 versions - Latest release: about 1 year ago - 217 downloads last month - 5 stars on GitHub - 1 maintainer
mevo 0.0.2
Evolutionary Algorithms in Python
3 versions - Latest release: about 2 years ago - 90 downloads last month - 38 stars on GitHub - 1 maintainer
thompson 1.0.0 💰
The multi-armed bandit by Thompson Sampling, UCB-Upper confidence Bound, and randomized sampling.
2 versions - Latest release: over 3 years ago - 1 dependent repositories - 102 downloads last month - 2 stars on GitHub - 1 maintainer
evorbf 2.0.0
EvoRBF: A Nature-inspired Algorithmic Framework for Evolving Radial Basis Function Networks
4 versions - Latest release: 5 months ago - 150 downloads last month - 7 stars on GitHub - 1 maintainer
optimal 0.2.0
A python metaheuristic optimization library. Currently supports Genetic Algorithms, Gravitational...
2 versions - Latest release: over 7 years ago - 4 dependent repositories - 54 downloads last month - 39 stars on GitHub - 1 maintainer
eptune 0.1.7
Evolutionary parameter tuning
6 versions - Latest release: over 4 years ago - 1 dependent repositories - 184 downloads last month - 2 stars on GitHub - 1 maintainer
nnogada 0.9.1
Genetic hyperparameter tuning for neural nets
4 versions - Latest release: about 2 years ago - 78 downloads last month - 7 stars on GitHub - 1 maintainer
thefittest 0.2.4
Implementation of data mining methods that use evolutionary algorithms
29 versions - Latest release: 12 months ago - 511 downloads last month - 39 stars on GitHub - 1 maintainer
metaheuristic-designer 0.2.2
A python package to desing metaheuristic optimization algorithms from components.
7 versions - Latest release: 3 months ago - 289 downloads last month - 4 stars on GitHub - 1 maintainer
mlfromscratch 0.0.4
Python implementations of some of the fundamental Machine Learning models and algorithms from scr...
4 versions - Latest release: almost 8 years ago - 1 dependent repositories - 119 downloads last month - 23,943 stars on GitHub - 1 maintainer
pymoors 0.1.2
Multi objective optimization with genetic algorithms written in Rust exposed to python through PyO3
4 versions - Latest release: about 2 months ago - 1.89 thousand downloads last month - 12 stars on GitHub - 1 maintainer
m-e-ga2 2.0.0b6
A Genetic Algorithm framework with Mutable Encoding.
11 versions - Latest release: about 1 month ago - 605 downloads last month - 30 stars on GitHub - 1 maintainer
pythovolve 0.1.1
Object oriented framework for genetic algorithms
1 version - Latest release: over 6 years ago - 1 dependent repositories - 58 downloads last month - 2 stars on GitHub - 1 maintainer
galibrate 0.4.2 💰
Python toolkit for continuous Genetic Algorithm optimization.
3 versions - Latest release: over 5 years ago - 1 dependent repositories - 128 downloads last month - 12 stars on GitHub - 1 maintainer
finch-genetics 3.5.3
A flexible framework for evolutionary algorithms in Python
14 versions - Latest release: 9 months ago - 1 dependent package - 436 downloads last month - 38 stars on GitHub - 1 maintainer
deforce 1.0.0
deforce: Derivative-Free Algorithms for Optimizing Cascade Forward Neural Networks
2 versions - Latest release: about 1 year ago - 96 downloads last month - 0 stars on GitHub - 1 maintainer
promptimal 2.0.0
Optimize your prompts in the terminal
4 versions - Latest release: 3 months ago - 84 downloads last month - 246 stars on GitHub - 1 maintainer
Top 8.5% on pypi.org
zoofs 0.1.26
zoofs is a Python library for performing feature selection using an variety of nature inspired wr...
26 versions - Latest release: over 2 years ago - 1 dependent package - 1 dependent repositories - 553 downloads last month - 245 stars on GitHub - 1 maintainer
pyetbd 0.2.1
McDowell's (2004) ETBD implemented in Python.
7 versions - Latest release: about 1 year ago - 302 downloads last month - 1 stars on GitHub - 1 maintainer
holland 0.0.2
Genetic Algorithm Library
2 versions - Latest release: over 6 years ago - 1 dependent repositories - 107 downloads last month - 1 stars on GitHub - 1 maintainer
gatool 1.0.1
Utility for console applications parameters adjustment with genetic algorithm
1 version - Latest release: almost 9 years ago - 2 dependent repositories - 59 downloads last month - 2 stars on GitHub - 1 maintainer
rwa-wdm 0.2.3
Routing and wavelength assignment simulator over WDM networks
3 versions - Latest release: over 4 years ago - 1 dependent repositories - 105 downloads last month - 18 stars on GitHub - 1 maintainer
geneticpy 1.3.0
GeneticPy is an optimizer that uses a genetic algorithm to quickly search through custom paramete...
11 versions - Latest release: about 3 years ago - 1 dependent repositories - 381 downloads last month - 10 stars on GitHub - 1 maintainer
intelelm 1.2.0
IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme Learning Machine
8 versions - Latest release: 6 months ago - 224 downloads last month - 15 stars on GitHub - 1 maintainer
metacluster 1.2.0
MetaCluster: An Open-Source Python Library for Metaheuristic-based Clustering Problems
7 versions - Latest release: over 1 year ago - 1 dependent repositories - 192 downloads last month - 13 stars on GitHub - 1 maintainer
circle-evolution 0.1
Evolutionary Art Using Circles
1 version - Latest release: almost 5 years ago - 1 dependent repositories - 28 downloads last month - 357 stars on GitHub - 1 maintainer
glas 0.1.0
Python module for solving the inverse design of materials
3 versions - Latest release: over 4 years ago - 1 dependent repositories - 148 downloads last month - 6 stars on GitHub - 1 maintainer
solidpy 0.1
A comprehensive gradient-free optimization library
1 version - Latest release: almost 8 years ago - 1 dependent repositories - 40 downloads last month - 574 stars on GitHub - 1 maintainer
deltamoea 1.5
Multi-Objective Grid Search Algorithm
2 versions - Latest release: almost 7 years ago - 1 dependent repositories - 73 downloads last month - 2 stars on GitHub - 1 maintainer
genetic-prompt-lab 1.0.1 💰
GeneticPromptLab uses genetic algorithms for automated prompt engineering (for LLMs), enhancing q...
2 versions - Latest release: 10 months ago - 100 downloads last month - 16 stars on GitHub - 1 maintainer
pyerualjetwork 5.0.3
PyereualJetwork is a GPU-accelerated machine learning library in Python for professionals and res...
337 versions - Latest release: 30 days ago - 9 thousand downloads last month - 12 stars on GitHub - 1 maintainer
reflame 1.0.1
Revolutionizing Functional Link Neural Network by Metaheuristic Algorithms: reflame - A Python Li...
2 versions - Latest release: over 1 year ago - 81 downloads last month - 8 stars on GitHub - 1 maintainer
modestga 0.6.3
Genetic Algorithm minimization
18 versions - Latest release: over 3 years ago - 1 dependent repositories - 495 downloads last month - 8 stars on GitHub - 1 maintainer
ezff 1.0.11
Multiobjective forcefield optimization for Molecular Dynamics
17 versions - Latest release: 6 months ago - 1 dependent repositories - 263 downloads last month - 5 stars on GitHub - 1 maintainer
evolution-opt 0.0.5
Evolution inspired optimisation algorithms
3 versions - Latest release: almost 5 years ago - 1 dependent repositories - 118 downloads last month - 1 stars on GitHub - 1 maintainer
genetic-optimizer 0.1.8
Genetic algorithm optimizer using K-Means clustering with one way ANOVA algorithms.
8 versions - Latest release: almost 6 years ago - 1 dependent repositories - 317 downloads last month - 4 stars on GitHub - 1 maintainer
slientruss3d 2.0.3
3D and 2D Truss structural analysis
18 versions - Latest release: over 2 years ago - 1 dependent repositories - 159 downloads last month - 27 stars on GitHub - 1 maintainer
Top 3.8% on pypi.org
bluepyopt 1.14.18
Blue Brain Python Optimisation Library (bluepyopt)
373 versions - Latest release: 3 months ago - 8 dependent packages - 17 dependent repositories - 6.8 thousand downloads last month - 190 stars on GitHub - 4 maintainers
Related Keywords
python 56 optimization 41 machine-learning 40 evolutionary-algorithms 35 optimization-algorithms 23 particle-swarm-optimization 16 algorithm 15 data-science 13 metaheuristics 12 genetic 11 machine learning 11 python3 11 genetic-algorithms 10 classification 10 neural-network 10 Convergence analysis 9 Search space exploration 9 Local search 9 Computational intelligence 9 Simulations 9 Intelligent optimization 9 Performance analysis 9 neural networks 9 Robust optimization 9 artificial-intelligence 9 deep learning 8 accuracy 8 precision 8 nature-inspired-algorithms 8 recall 8 confusion matrix 8 Whale Optimization Algorithm (WOA) 8 Grey wolf optimizer (GWO) 8 Simulated annealing 8 Differential evolution (DE) 8 Ant colony optimization (ACO) 8 Particle swarm optimization (PSO) 8 hyperparameter-optimization 8 evolutionary-algorithm 8 scikit-learn 7 deep-learning 7 ai 7 metaheuristic 7 Global optimization 7 artificial intelligence 7 optimization algorithms 7 feature-selection 7 simulated-annealing 7 whale-optimization-algorithm 6 keras 6 genetic algorithm 6 spearman correlation coefficient (SCC) 6 pearson correlation coefficient (PCC) 6 supervised learning 6 Cross-validationGenetic algorithm (GA) 6 single hidden layer network 6 genetic-programming 6 differential-evolution 6 regression 6 tensorflow 5 neural-networks 5 automl 5 reinforcement-learning 5 library 5 travelling-salesman-problem 5 hyperparameter-tuning 5 tsp 5 symbolic-regression 5 nature-inspired algorithms 4 GA 4 generalization 4 genetic algorithms 4 online learning 4 numpy 4 machine-learning-algorithms 4 pso 4 random projection 4 clustering 4 optimisation 4 multiobjective-optimization 4 combinatorial 4 global-search 4 metaheuristic-algorithms 4 deap 4 Stochastic optimization 4 hill-climbing 4 explainable-ai 4 K-Nearest Neighbors 4 optimizer 4 regression-models 3 grey-wolf-optimizer 3 DEAP 3 artificial neural network 3 feed-forward neural network 3 ant-colony-optimization 3 model 3 pypi-package 3 interpretable-ml 3 fast 3 easy 3