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optimization-algorithms

Here are 1,354 public repositories matching this topic...

Captain1986 / CaptainBlackboard

船长关于机器学习、计算机视觉和工程技术的总结和分享

computer-vision deep-learning summary convolutional-neural-networks optimization-algorithms

Updated Jun 15, 2021
C++

ljvmiranda921 / pyswarms

A research toolkit for particle swarm optimization in Python

machine-learning algorithm optimization global-optimization optimization-tools optimization-algorithms particle-swarm-optimization pso metaheuristics discrete-optimization swarm-intelligence

Updated Dec 3, 2021
Python

PatWie / CppNumericalSolvers

a lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow)

c-plus-plus newton cpp tensorflow optimization matlab solver cpp14 eigen mathematics cpp11 mistakes gradient-descent optim optimization-tools solvers optimization-algorithms optimisation gradient-computation bfgs lbfgs numerical-optimization-methods

Updated Feb 4, 2022
C++

PytLab / gaft

A Genetic Algorithm Framework in Python

genetic-algorithm global-optimization optimization-algorithms

Updated Dec 23, 2018
Python

esa / pagmo2

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

python optimization genetic-algorithm parallel-computing python3 artificial-intelligence evolutionary-algorithms multi-objective-optimization optimization-methods optimization-tools optimization-algorithms parallel-processing evolutionary-strategy stochastic-optimizers metaheuristics pagmo

Updated Apr 29, 2022
C++

cerndb / dist-keras

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

data-science machine-learning spark apache-spark deep-learning hadoop tensorflow keras keras-models optimization-algorithms data-parallelism distributed-optimizers

Updated Jul 25, 2018
Python

ahundt / awesome-robotics

A curated list of awesome links and software libraries that are useful for robots.

lists list machine-learning awesome reinforcement-learning robot deep-learning robotics simulation tensorflow optimization physics point-cloud ros awesome-list sensors datasets image-segmentation optimization-algorithms planning-algorithms

Updated Sep 26, 2021

mlpack / ensmallen

Open

Add more multi-objective optimizers!

8

say4n commented Mar 4, 2020

PR #149 implements the NSGA2 optimizer, this issue is a prompt to add other multi-objective optimizers like:

More information on the various methods o

Read more

help wanted good first issue c: optimizers s: keep open

Open

Better output when convergence check succeeds

20

Open

Investigate implementing SGD for LRSDP

2

Find more good first issues

100 / Solid

🎯 A comprehensive gradient-free optimization framework written in Python

python machine-learning library algorithm optimization genetic-algorithm machine-learning-algorithms artificial-intelligence genetic-algorithm-framework simulated-annealing hill-climbing evolutionary-algorithm optimization-algorithms particle-swarm-optimization tabu-search stochastic-optimizers metaheuristics discrete-optimization harmony-search continuous-optimization

Updated Jul 19, 2019
Python

kthohr / optim

OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions

newton cpp optimization automatic-differentiation eigen openmp cpp11 evolutionary-algorithms armadillo gradient-descent optim differential-evolution optimization-algorithms particle-swarm-optimization bfgs lbfgs openmp-parallelization numerical-optimization-methods

Updated May 8, 2022
C++

argmin-rs / argmin

Mathematical optimization in pure Rust

rust optimization numerical-optimization optimization-algorithms

Updated May 8, 2022
Rust

scs

cvxgrp / scs

Splitting Conic Solver

optimization solver linear-programming semidefinite-programming optimization-algorithms quadratic-programming convex-optimization first-order-methods cone-programming

Updated Apr 20, 2022
C

optimatika / ojAlgo

oj! Algorithms

java machine-learning multi-threading algorithm math algorithms optimization linear-algebra solver transformations least-squares polynomial arrays blas lapack sparse-matrix optimization-algorithms matrix-library ojalgo mathematical-programming

Updated May 8, 2022
Java

ArashPartow / exprtk

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

language c-plus-plus parser compiler math math-expressions mirror high-performance grammar mathematics ast numerical-calculations scientific-computing lexer mit-license expression-evaluator optimization-algorithms mirrored-repository semantic-analyzer exprtk

Updated Feb 7, 2022
C++

benfred / fmin

Unconstrained function minimization in Javascript

visualization numerical-optimization optimization-algorithms

Updated Jun 3, 2018
JavaScript

coin-or / python-mip

Sponsor

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

optimization modeling linear-programming optimization-tools optimization-algorithms optimization-framework mip integer-programming

Updated May 3, 2022
Python

YuanhaoGong / CurvatureFilter

Curvature Filters are efficient solvers for Variational Models

python opencv matlab image-processing differential-geometry curvature itk optimization-algorithms curvature-filters

Updated Apr 9, 2019
C++

3dem / relion

Image-processing software for cryo-electron microscopy

gui hpc molecular-structures cuda image-processing nvidia high-performance-computing graphics-programming ctf regularization cryo-em microscopy likelihood maximum-likelihood optimization-algorithms relion molecular-biology atomistic-models biomolecular-dynamics microscope

Updated Apr 19, 2022
C++

imagry / aleph_star

Reinforcement learning with A* and a deep heuristic

reinforcement-learning machine-learning-algorithms dqn reinforcement-learning-algorithms control-systems optimization-algorithms shortest-path

Updated Dec 13, 2018
Jupyter Notebook

Jaewan-Yun / optimizer-visualization

Visualize Tensorflow's optimizers.

machine-learning tensorflow optimization-algorithms learning-rate optimizer-visualization adamoptimizer gradientdescentoptimizer

Updated Mar 7, 2018
Python

pushkar / ABAGAIL

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.

java machine-learning neural-network optimization-algorithms artificial-intelligence-algorithms

Updated Jan 7, 2022
Java

gitabcworld / FewShotLearning

Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"

python optimization pytorch optimization-algorithms few-shot

Updated Sep 22, 2017
Python

esa / pygmo2

Open

Make types uniform in the Python exposition

Sceki commented Jun 9, 2019

Some problems/algorithms seem to have an inconsistent python exposition in terms of types.

For instance, in ../src/problems/dtlz.cpp we have:

dtlz::dtlz(unsigned prob_id, vector_double::size_type dim, vector_double::size_type fdim, unsigned alpha)

But in the ../pygmo/expose_problems_0.cpp it is exposed as:

dtlz_p.def(bp::init<unsigned, unsigned, unsigned, unsigned>

I

Read more

bug good first issue

swarmlib

HaaLeo / swarmlib

Sponsor

This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)

pypi swarm ant-colony-optimization aco tsp cuckoo-search optimization-algorithms particle-swarm-optimization pso firefly-algorithm heuristic-search-algorithms heuristic-optimization artificial-bee-colony levy-walks traveling-salesman-problem tsplib gwo tsplib95 whale-optimization grey-wolf-optimizer

Updated Dec 16, 2020
Python

bwohlberg / sporco

Sparse Optimisation Research Code

python sparsity optimization cuda admm sparse-coding dictionary-learning optimization-algorithms robust-pca fista convolutional-sparse-coding total-variation sparse-representations convolutional-dictionary-learning total-variation-minimization plug-and-play-priors

Updated Feb 18, 2022
Python

hiroyuki-kasai / NMFLibrary

MATLAB library for non-negative matrix factorization (NMF): Version 1.8.1

matlab machine-learning-algorithms bigdata matrix-factorization constrained-optimization data-analysis robust-optimization gradient-descent matlab-toolbox clustering-algorithm optimization-algorithms nmf online-learning stochastic-optimizers stochastic-gradient-descent nonnegativity-constraints orthogonal probabilistic-matrix-factorization nonnegative-matrix-factorization sparse-representations

Updated Feb 7, 2022
MATLAB

lacerbi / bads

Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB

matlab bayesian-optimization optimization-algorithms log-likelihood noiseless-functions noisy-functions

Updated May 6, 2022
MATLAB

NiaOrg / NiaPy

Open

jSO algorithm

6

cola9 commented Mar 2, 2022

Implementing jSO algorithm to existing library.

Read more

enhancement good first issue feature

Gsunshine / Enjoy-Hamburger

[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?

attention implicit optimization-algorithms differentiable-programming matrix-decomposition

Updated Apr 17, 2022
Python

kiegroup / optaplanner-quickstarts

OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.

kotlin java spring-boot gradle maven solver artificial-intelligence constraint-solver operations-research optimization-algorithms mathematical-optimization quarkus

Updated May 9, 2022
Java

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