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The Top 23 Python Algorithms Optimization Open Source Projects

Open source projects categorized as Python Algorithms Optimization
Categories > Computer Science > Algorithms
Categories > Software Performance > Optimization
Scipy ⭐ 12,126
SciPy library main repository
dependent packages 21,851total releases 98most recent commit 3 months agopypi scipy} Downloads
Hyperopt ⭐ 6,979
Distributed Asynchronous Hyperparameter Optimization in Python
dependent packages 248total releases 13most recent commit 3 months agopypi hyperopt} Downloads
Scikit Opt ⭐ 4,648
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
dependent packages 5total releases 23most recent commit 4 months agopypi scikit-opt} Downloads
Learn2learn ⭐ 2,283
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 19most recent commit 10 months agopypi learn2learn} Downloads
Geneticalgorithmpython ⭐ 1,564
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
dependent packages 8total releases 57most recent commit 5 months agopypi pygad} Downloads
Spearmint ⭐ 1,310
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
most recent commit 7 years ago
Pyswarms ⭐ 1,154
A research toolkit for particle swarm optimization in Python
dependent packages 14total releases 20most recent commit 6 months agopypi pyswarms} Downloads
Vizier ⭐ 1,142
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
dependent packages 3total releases 35most recent commit 3 months agopypi google-vizier} Downloads
Vega ⭐ 790
AutoML tools chain
total releases 16most recent commit a year ago
Gaft ⭐ 676
A Genetic Algorithm Framework in Python
total releases 27most recent commit 5 years ago
Mealpy ⭐ 638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
dependent packages 10total releases 59most recent commit 3 months agopypi mealpy} Downloads
Platypus ⭐ 524
A Free and Open Source Python Library for Multiobjective Optimization
dependent packages 15total releases 6most recent commit 3 months agopypi Platypus-Opt} Downloads
Solid ⭐ 518
🎯 A comprehensive gradient-free optimization framework written in Python
most recent commit 5 years ago
Jmetalpy ⭐ 457
A framework for single/multi-objective optimization with metaheuristics
dependent packages 4total releases 12most recent commit 3 months agopypi jmetalpy} Downloads
Simple ⭐ 432
Experimental Global Optimization Algorithm
most recent commit 6 years ago
Struc2vec ⭐ 360
This repository provides a reference implementation of struc2vec.
most recent commit 10 months ago
Deeplearningwithtf2.0 ⭐ 227
Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book
most recent commit 4 years ago
Mlrose ⭐ 207
Python package for implementing a number of Machine Learning, Randomized Optimization and SEarch algorithms.
dependent packages 4total releases 6most recent commit a year agopypi mlrose} Downloads
Neuralgenetic ⭐ 201
Building and training artificial neural networks (regression or classification) using the genetic algorithm.
most recent commit 10 months ago
Ml ⭐ 187
Implementations of classic Machine Learning algorithms
most recent commit 9 years ago
Pyxab ⭐ 135
PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms
total releases 17most recent commit 8 months ago
Yabox ⭐ 127
Yet another black-box optimization library for Python
total releases 6most recent commit a year ago
Ooda Flow Sdk Lib ⭐ 116
OODA workflow sdk library
most recent commit 4 years ago
The 10 Most Depended On Python Algorithms Optimization Open Source Projects
Scipy ⭐ 12,126
SciPy library main repository
dependent packages 21,851total releases 98latest release November 18, 2023most recent commit 3 months agopypi scipy} Downloads
Hyperopt ⭐ 6,979
Distributed Asynchronous Hyperparameter Optimization in Python
dependent packages 248total releases 13latest release November 17, 2021most recent commit 3 months agopypi hyperopt} Downloads
Platypus ⭐ 524
A Free and Open Source Python Library for Multiobjective Optimization
dependent packages 15total releases 6latest release November 04, 2022most recent commit 3 months agopypi Platypus-Opt} Downloads
Pyswarms ⭐ 1,154
A research toolkit for particle swarm optimization in Python
dependent packages 14total releases 20latest release January 03, 2021most recent commit 6 months agopypi pyswarms} Downloads
Mealpy ⭐ 638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
dependent packages 10total releases 59latest release November 05, 2023most recent commit 3 months agopypi mealpy} Downloads
Noisyopt ⭐ 74
Python library for optimizing noisy functions.
dependent packages 6total releases 6latest release May 15, 2017most recent commit 2 years agopypi noisyopt} Downloads
Jmetalpy ⭐ 457
A framework for single/multi-objective optimization with metaheuristics
dependent packages 4total releases 12latest release April 09, 2020most recent commit 3 months agopypi jmetalpy} Downloads
Mlrose ⭐ 207
Python package for implementing a number of Machine Learning, Randomized Optimization and SEarch algorithms.
dependent packages 4total releases 6latest release November 03, 2019most recent commit a year agopypi mlrose} Downloads
The 10 Latest Releases In Python Algorithms Optimization Open Source Projects
Vizier ⭐ 1,142
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
dependent packages 3total releases 35latest release November 30, 2023most recent commit 3 months agopypi google-vizier} Downloads
Scipy ⭐ 12,126
SciPy library main repository
dependent packages 21,851total releases 98latest release November 18, 2023most recent commit 3 months agopypi scipy} Downloads
Mealpy ⭐ 638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
dependent packages 10total releases 59latest release November 05, 2023most recent commit 3 months agopypi mealpy} Downloads
Pyxab ⭐ 135
PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms
total releases 17latest release June 17, 2023most recent commit 8 months ago
Nia ⭐ 14
Nature Inspired Optimization Algorithms
total releases 3latest release December 28, 2022most recent commit a year ago
Platypus ⭐ 524
A Free and Open Source Python Library for Multiobjective Optimization
dependent packages 15total releases 6latest release November 04, 2022most recent commit 3 months agopypi Platypus-Opt} Downloads
Vega ⭐ 790
AutoML tools chain
total releases 16latest release September 29, 2022most recent commit a year ago
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