Top 20 Python optimization-algorithm Projects

optimization-algorithms

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1. pyswarms

   1 1 1,349 0.0 Python

   A research toolkit for particle swarm optimization in Python

   

2. Civic Auth

   www.civic.com featured

   Simple auth for Python backends. Drop Civic Auth into your Python backend with just a few lines of code. Email login, SSO, and route protection built-in. Minimal config. Works with FastAPI, Flask, or Django.

   

3. cvxportfolio

   2 3 1,105 9.9 Python

   Portfolio optimization and back-testing.

   

4. evotorch

   3 14 1,079 4.2 Python

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

   

5. python-mip

   4 1 570 2.3 Linear Programming

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

   

6. Swarm-intelligence-optimization-algorithm

   5 1 348 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)

   

7. sporco

   6 1 270 3.6 Python

   Sparse Optimisation Research Code

   

8. zoofs

   7 4 248 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.

   

9. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

10. csp

    8 2 150 0.0 Python

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

    

11. pybobyqa

    9 1 87 6.6 Python

    Python-based Derivative-Free Optimization with Bound Constraints

    

12. pybads

    10 1 75 3.2 Python

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

    

13. geneal

    11 1 65 5.2 Python

    A genetic algorithm implementation in python

    

14. GARI

    12 1 61 1.1 Python

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

    

15. yaglm

    13 1 58 0.0 Python

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

    

16. fliscopt

    14 4 45 2.3 Python

    Algorithms for flight scheduling optimization.

    

17. ML-Optimizers-JAX

    15 1 44 4.5 Python

    Toy implementations of some popular ML optimizers using Python/JAX

    

18. flpytorch

    16 1 35 4.1 Python

    FL_PyTorch: Optimization Research Simulator for Federated Learning

    

19. ExpensiveOptimBenchmark

    17 1 26 1.1 Python

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

    

20. tf-madgrad

    18 1 20 0.0 Python

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

    

21. PyGenetic

    19 1 17 0.0 Python

    A multi-purpose genetic algorithm written in python

    

22. optimizers-visualized

    20 1 1 0.0 Python

    Visualization of different optimizers on local minimas and saddle points.

    

23. Sevalla

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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 - Sevalla
  sevalla.com | 31 Aug 2025

  Sevalla is the PaaS you have been looking for! Advanced deployment pipelines, usage-based pricing, preview apps, templates, human support by developers, and much more! Learn more →

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