optimization-algorithms

Open-source projects categorized as optimization-algorithms

Top 23 optimization-algorithm Open-Source Projects

  • pyswarms

    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

  • evotorch

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

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • awesome-robotics

    A curated list of awesome links and software libraries that are useful for robots. (by ahundt)

  • argmin

    Numerical optimization in pure Rust

  • cvxportfolio

    Portfolio optimization and back-testing.

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

    C++ Mathematical Expression Parsing And Evaluation Library https://www.partow.net/programming/exprtk/index.html

  • python-mip

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

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • oj! Algorithms

    oj! Algorithms

  • relion

    Image-processing software for cryo-electron microscopy

  • sporco

    Sparse Optimisation Research Code

  • Swarm-intelligence-optimization-algorithm

    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)

  • Clarabel.rs

    Clarabel.rs: Interior-point solver for convex conic optimisation problems in Rust.

    Project mention: Announcing Clarabel : interior point solver for convex optimization | /r/rust | 2023-04-25

    Source: https://github.com/oxfordcontrol/Clarabel.rs

  • zoofs

    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.

  • portfolio_allocation_js

    A JavaScript library to allocate and optimize financial portfolios.

  • biteopt

    Derivative-Free Global Optimization Method (C++, Python binding)

    Project mention: BiteOpt 2023.3 optimizer available - C++, Python (soon via fcmaes) | /r/mathematics | 2023-04-06
  • CIlib

    Typesafe, purely functional Computational Intelligence

  • csp

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

  • mu8

    Genetic algorithm for unsupervised machine learning in Go.

  • Operon

    Modern C++ framework for symbolic regression that uses genetic programming to explore a hypothesis space of possible mathematical expression.

  • pybobyqa

    Python-based Derivative-Free Optimization with Bound Constraints

  • geneal

    A genetic algorithm implementation in python

  • pybads

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

    Project mention: [Project] Prototype - (Auto) Codebase to Video for a given perspective. Test case: Pybads and Project Management | /r/MachineLearning | 2023-06-29

    A video created by an app built on top of the BabyDragon package(still in dev) - it is still in the very early stages of development and the pipeline is currently a bit janky but I would love to hear any feedback/suggestions even if it is just nitpicking. Thank you. Source Code for test repo: https://github.com/acerbilab/pybads

  • hego

    Metaheuristics / Blackbox Optimization Algorithms for Go: Simulated Annealing, Genetic Algorithm, Ant Colony Optimization, Tabu Search, Particle Swarm Optimization ...

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-12-10.

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Index

What are some of the best open-source optimization-algorithm projects? This list will help you:

Project Stars
1 pyswarms 1,204
2 evotorch 959
3 awesome-robotics 876
4 argmin 868
5 cvxportfolio 775
6 ExprTK 558
7 python-mip 497
8 oj! Algorithms 451
9 relion 415
10 sporco 244
11 Swarm-intelligence-optimization-algorithm 242
12 Clarabel.rs 239
13 zoofs 234
14 portfolio_allocation_js 169
15 biteopt 126
16 CIlib 123
17 csp 121
18 mu8 119
19 Operon 115
20 pybobyqa 70
21 geneal 59
22 pybads 57
23 hego 49
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
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