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The Top 23 Machine Learning Optimization Algorithms Open Source Projects

Open source projects categorized as Machine Learning Optimization Algorithms
Categories > Machine Learning > Machine Learning
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
Awesome Robotics ⭐ 817
A curated list of awesome links and software libraries that are useful for robots.
most recent commit 3 months ago
Ensmallen ⭐ 675
A header-only C++ library for numerical optimization --
dependent packages 1total releases 9most recent commit 5 months 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
Solid ⭐ 518
🎯 A comprehensive gradient-free optimization framework written in Python
most recent commit 5 years ago
Ojalgo ⭐ 448
oj! Algorithms
dependent packages 76total releases 62most recent commit 3 months ago
Abagail ⭐ 249
The library contains a number of interconnected Java packages that implement machine learning and artificial intelligence algorithms. These are artificial intelligence algorithms implemented for the kind of people that like to implement algorithms themselves.
most recent commit 3 months 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
Sgdlibrary ⭐ 181
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
most recent commit a year ago
L4casadi ⭐ 175
Use PyTorch Models with CasADi and Acados in Python, C(++) or Matlab
total releases 4most 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
Proxtv ⭐ 125
Matlab and Python toolbox for fast Total Variation proximity operators
dependent packages 4total releases 10most recent commit 4 years agopypi prox_tv} Downloads
Copt ⭐ 122
A Python library for mathematical optimization
most recent commit a year ago
Cilib ⭐ 120
Typesafe, purely functional Computational Intelligence
dependent packages 5total releases 22most recent commit 2 years ago
Proximalalgorithms.jl ⭐ 117
Proximal algorithms for nonsmooth optimization in Julia
most recent commit 3 months ago
Mu8 ⭐ 110
Genetic algorithm for unsupervised machine learning in Go.
total releases 21most 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
Viz_torch_optim ⭐ 96
Videos of deep learning optimizers moving on 3D problem-landscapes
most recent commit 6 years ago
Distributedevolutionarycomputation ⭐ 84
A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered.
most recent commit 3 months ago
Jestimator ⭐ 77
Amos optimizer with JEstimator lib.
total releases 5most recent commit 3 months ago
Csmath 2020 ⭐ 71
This mathematics course is taught for the first year Ph.D. students of computer science and related areas @ZJU
most recent commit 4 years ago
Hyper Engine ⭐ 69
Python library for Bayesian hyper-parameters optimization
total releases 2most recent commit 6 years ago
The 8 Most Depended On Machine Learning Optimization Algorithms Open Source Projects
Ojalgo ⭐ 448
oj! Algorithms
dependent packages 76total releases 62latest release October 16, 2023most recent commit 3 months ago
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
Cilib ⭐ 120
Typesafe, purely functional Computational Intelligence
dependent packages 5total releases 22latest release March 21, 2018most recent commit 2 years ago
Proxtv ⭐ 125
Matlab and Python toolbox for fast Total Variation proximity operators
dependent packages 4total releases 10latest release October 20, 2018most recent commit 4 years agopypi prox_tv} Downloads
Optimisation Algorithms ⭐ 6
A collection of the most commonly used Optimisation Algorithms for Data Science & Machine Learning
dependent packages 1total releases 5latest release September 28, 2022most recent commit 5 months agopypi optimisation-algorithms} Downloads
Spotz ⭐ 29
Spark Parameter Optimization and Tuning
dependent packages 1total releases 1latest release September 13, 2016most recent commit 6 years ago
Ensmallen ⭐ 675
A header-only C++ library for numerical optimization --
dependent packages 1total releases 9latest release July 07, 2021most recent commit 5 months ago
The 10 Latest Releases In Machine Learning 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
Ojalgo ⭐ 448
oj! Algorithms
dependent packages 76total releases 62latest release October 16, 2023most recent commit 3 months ago
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
Mu8 ⭐ 110
Genetic algorithm for unsupervised machine learning in Go.
total releases 21latest release May 16, 2023most recent commit a year ago
Jestimator ⭐ 77
Amos optimizer with JEstimator lib.
total releases 5latest release December 05, 2022most recent commit 3 months ago
Optimisation Algorithms ⭐ 6
A collection of the most commonly used Optimisation Algorithms for Data Science & Machine Learning
dependent packages 1total releases 5latest release September 28, 2022most recent commit 5 months agopypi optimisation-algorithms} Downloads
Optiml ⭐ 7
Optimizers for/and sklearn compatible Machine Learning models
total releases 31latest release July 13, 2021most recent commit a year ago
Ensmallen ⭐ 675
A header-only C++ library for numerical optimization --
dependent packages 1total releases 9latest release July 07, 2021most recent commit 5 months ago
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
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