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The Top 23 Python Optimization Algorithms Open Source Projects

Open source projects categorized as Python Optimization Algorithms
Categories > Machine Learning > Optimization Algorithms
Pyswarms ⭐ 1,154
A research toolkit for particle swarm optimization in Python
dependent packages 14total releases 20most recent commit 6 months agopypi pyswarms} Downloads
Evotorch ⭐ 941
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
dependent packages 1total releases 9most recent commit 3 months agopypi evotorch} Downloads
Pagmo2 ⭐ 759
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
dependent packages 5total releases 24most recent commit 4 months ago
Cvxportfolio ⭐ 717
Portfolio optimization and back-testing.
total releases 41most recent commit 3 months ago
Gaft ⭐ 676
A Genetic Algorithm Framework in Python
total releases 27most recent commit 5 years ago
Dist Keras ⭐ 611
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
total releases 2most recent commit 6 years ago
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
Python Mip ⭐ 483
Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs
dependent packages 37total releases 85most recent commit 3 months agopypi mip} Downloads
Mystic ⭐ 426
constrained nonlinear optimization for scientific machine learning, UQ, and AI
dependent packages 4total releases 15most recent commit 3 months agopypi mystic} Downloads
Curvaturefilter ⭐ 261
Curvature Filters are efficient solvers for Variational Models
most recent commit 5 years ago
Niapy ⭐ 245
Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org
dependent packages 8total releases 27most recent commit 3 months agopypi niapy} Downloads
Sporco ⭐ 237
Sparse Optimisation Research Code
dependent packages 2total releases 18most recent commit 6 months agopypi sporco} Downloads
Enjoy Hamburger ⭐ 228
[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?
most recent commit 2 years ago
Zoofs ⭐ 213
zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
dependent packages 1total releases 26most recent commit 7 months agopypi zoofs} Downloads
Fewshotlearning ⭐ 199
Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"
most recent commit 7 years ago
L4casadi ⭐ 175
Use PyTorch Models with CasADi and Acados in Python, C(++) or Matlab
total releases 4most recent commit 3 months ago
Swarm Intelligence Optimization Algorithm ⭐ 160
种群算法复现(swarm-algorithm)，包括乌鸦搜索(Crow Search Algorithm, CSA)、樽海鞘群算法(Salp Swarm Algorithm, SSA)、缎蓝园丁鸟优化算法(Satin Bowerbird Optimizer, SBO)、麻雀搜索算法(Sparrow Search Algorithm, SSA)、 狼群搜索算法(2007WPS, 2013WPA)、正余弦优化算法(Sine Cosine Algorithm, CSA）、烟花算法(Fireworks Algorithm, FA)
most recent commit 10 months ago
Pypop ⭐ 148
PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/
total releases 76most recent commit 3 months ago
Pyxab ⭐ 135
PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms
total releases 17most recent commit 8 months ago
Copt ⭐ 122
A Python library for mathematical optimization
most recent commit a year ago
Operon ⭐ 107
C++ Large Scale Genetic Programming
most recent commit 3 months ago
Optimizer Visualization ⭐ 101
Visualize Tensorflow's optimizers.
most recent commit 6 years ago
The 10 Most Depended On Python Optimization Algorithms Open Source Projects
Python Mip ⭐ 483
Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs
dependent packages 37total releases 85latest release January 04, 2023most recent commit 3 months agopypi mip} 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
Pdfo ⭐ 81
Powell's Derivative-Free Optimization solvers.
dependent packages 14total releases 12latest release November 15, 2023most recent commit 3 months agopypi pdfo} Downloads
Niapy ⭐ 245
Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org
dependent packages 8total releases 27latest release November 20, 2022most recent commit 3 months agopypi niapy} Downloads
Mystic ⭐ 426
constrained nonlinear optimization for scientific machine learning, UQ, and AI
dependent packages 4total releases 15latest release July 23, 2023most recent commit 3 months agopypi mystic} Downloads
Qsearch ⭐ 25
A compiler for quantum computers based on A* and numerical optimization.
dependent packages 3total releases 10latest release January 13, 2022most recent commit a year agopypi qsearch} Downloads
Dfols ⭐ 36
Python-based Derivative-Free Optimizer for Least-Squares
dependent packages 3total releases 10latest release November 08, 2021most recent commit 3 months agopypi DFO-LS} Downloads
The 10 Latest Releases In Python Optimization Algorithms Open Source Projects
L4casadi ⭐ 175
Use PyTorch Models with CasADi and Acados in Python, C(++) or Matlab
total releases 4latest release November 30, 2023most recent commit 3 months ago
Geneticalgorithm2 ⭐ 20
Supported genetic algorithm package for python
dependent packages 1total releases 73latest release November 29, 2023most recent commit 3 years agopypi geneticalgorithm2} Downloads
Cvxportfolio ⭐ 717
Portfolio optimization and back-testing.
total releases 41latest release November 28, 2023most recent commit 3 months ago
Pdfo ⭐ 81
Powell's Derivative-Free Optimization solvers.
dependent packages 14total releases 12latest release November 15, 2023most recent commit 3 months agopypi pdfo} Downloads
Fireflyalgorithm ⭐ 53
Implementation of Firefly Algorithm in Python
total releases 9latest release November 10, 2023most recent commit 4 months ago
Evotorch ⭐ 941
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
dependent packages 1total releases 9latest release November 02, 2023most recent commit 3 months agopypi evotorch} Downloads
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