Top 20 Python optimization-algorithm Projects

optimization-algorithms

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• pyswarms

  1 1,270 0.0 Python

  A research toolkit for particle swarm optimization in Python

  Project mention: Pyswams Library | /r/learnpython | 2023-12-01

  Hello I'm trying to use this library: pyswarms and it works fine with the base code that they give

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• evotorch

  14 1,002 6.2 Python

  Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

  

• cvxportfolio

  3 974 9.9 Python

  Portfolio optimization and back-testing.

  

  Project mention: cvxportfolio: NEW Portfolio Selection and Optimisation - star count:690.0 | /r/algoprojects | 2023-12-10

• python-mip

  1 530 6.1 Python

  Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

  

• Swarm-intelligence-optimization-algorithm

  1 290 3.6 Python

  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)

• sporco

  1 261 3.9 Python

  Sparse Optimisation Research Code

• zoofs

  4 241 0.0 Python

  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.

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• csp

  2 131 0.0 Python

  Algorithm for Cutting Stock Problem using Google OR-Tools. Link to the tool: (by emadehsan)

• pybobyqa

  1 79 6.6 Python

  Python-based Derivative-Free Optimization with Bound Constraints

  

• pybads

  1 67 4.4 Python

  PyBADS: Bayesian Adaptive Direct Search optimization algorithm for model fitting in Python

  

• geneal

  1 62 5.7 Python

  A genetic algorithm implementation in python

• GARI

  1 56 1.1 Python

  GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.

• yaglm

  1 54 0.0 Python

  A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-convex penalties.

  

• ML-Optimizers-JAX

  1 41 4.5 Python

  Toy implementations of some popular ML optimizers using Python/JAX

• fliscopt

  4 39 2.3 Python

  Algorithms for flight scheduling optimization.

• flpytorch

  1 34 4.1 Python

  FL_PyTorch: Optimization Research Simulator for Federated Learning

• ExpensiveOptimBenchmark

  1 24 3.9 Python

  Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions

  

• tf-madgrad

  1 21 0.0 Python

  A tf.keras implementation of Facebook AI's MadGrad optimization algorithm

• PyGenetic

  1 16 0.0 Python

  A multi-purpose genetic algorithm written in python

• optimizers-visualized

  1 1 0.0 Python

  Visualization of different optimizers on local minimas and saddle points.

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Python optimization-algorithms related posts

• cvxportfolio: NEW Portfolio Selection and Optimisation - star count:690.0

  1 project | /r/algoprojects | 10 Dec 2023

• Question on how to model a "discontinuous" action space

  4 projects | /r/reinforcementlearning | 9 Dec 2022

• Should I pursue Evolutionary Strategies?

  5 projects | /r/reinforcementlearning | 4 Dec 2022

• [P] We’ve released EvoTorch 0.3.0, with VecGymNE, memory usage improvements, Colab support and more! VecGymNE enables evolutionary RL with vectorized environments and policies, especially massively parallel simulators like Brax!

  1 project | /r/MachineLearning | 25 Oct 2022

• [P] Participating in the Myosuite challenge at NeurIPS2022 on dexterous control? We are releasing a baseline and starter code to help you get started using EvoTorch!

  2 projects | /r/MachineLearning | 28 Sep 2022

• NNAISENSE Open-Sources ‘EvoTorch’: An Evolutionary Algorithm Library for the Machine Learning Community

  2 projects | /r/artificial | 14 Aug 2022

• Next-Generation Evolutionary Search, Learning and Planning

  1 project | news.ycombinator.com | 14 Aug 2022
• A note from our sponsor - SaaSHub
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