ForBESGeneric and efficient MATLAB solver for nonsmooth optimization problems
Stars: ✭ 19 (-64.15%)
FrankWolfe.jlJulia implementation for various Frank-Wolfe and Conditional Gradient variants
Stars: ✭ 47 (-11.32%)
Enjoy Hamburger[ICLR 2021] Is Attention Better Than Matrix Decomposition?
Stars: ✭ 69 (+30.19%)
OptimOptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
Stars: ✭ 411 (+675.47%)
rBASImplementation of the (beetle antennae search) BAS algorithm and its mutations in R code
Stars: ✭ 25 (-52.83%)
CilibTypesafe, purely functional Computational Intelligence
Stars: ✭ 114 (+115.09%)
RelevancyTuningDice.com tutorial on using black box optimization algorithms to do relevancy tuning on your Solr Search Engine Configuration from Simon Hughes Dice.com
Stars: ✭ 28 (-47.17%)
NmflibraryMATLAB library for non-negative matrix factorization (NMF): Version 1.8.1
Stars: ✭ 153 (+188.68%)
ai-n-queensSolving and GUI demonstration of traditional N-Queens Problem using Hill Climbing, Simulated Annealing, Local Beam Search, and Genetic Algorithm.
Stars: ✭ 30 (-43.4%)
Awesome RoboticsA curated list of awesome links and software libraries that are useful for robots.
Stars: ✭ 478 (+801.89%)
SwarmlibThis 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)
Stars: ✭ 121 (+128.3%)
Fmin Unconstrained function minimization in Javascript
Stars: ✭ 317 (+498.11%)
SporcoSparse Optimisation Research Code
Stars: ✭ 164 (+209.43%)
dfognDFO-GN: Derivative-Free Optimization using Gauss-Newton
Stars: ✭ 20 (-62.26%)
Viz torch optimVideos of deep learning optimizers moving on 3D problem-landscapes
Stars: ✭ 86 (+62.26%)
gibbousConvex optimization for java and scala, built on Apache Commons Math
Stars: ✭ 17 (-67.92%)
FewshotlearningPytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"
Stars: ✭ 223 (+320.75%)
procrustesPython library for finding the optimal transformation(s) that makes two matrices as close as possible to each other.
Stars: ✭ 48 (-9.43%)
MindseyeNeural Networks in Java 8 with CuDNN and Aparapi
Stars: ✭ 8 (-84.91%)
ProxtvMatlab and Python toolbox for fast Total Variation proximity operators
Stars: ✭ 140 (+164.15%)
ML-Optimizers-JAXToy implementations of some popular ML optimizers using Python/JAX
Stars: ✭ 37 (-30.19%)
Cppnumericalsolversa lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow)
Stars: ✭ 638 (+1103.77%)
Pagmo2A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Stars: ✭ 540 (+918.87%)
nuxt-prune-html🔌⚡ Nuxt module to prune html before sending it to the browser (it removes elements matching CSS selector(s)), useful for boosting performance showing a different HTML for bots/audits by removing all the scripts with dynamic rendering
Stars: ✭ 69 (+30.19%)
RavenRAVEN is a flexible and multi-purpose probabilistic risk analysis, uncertainty quantification, parameter optimization and data knowledge-discovering framework.
Stars: ✭ 122 (+130.19%)
EnsmallenA header-only C++ library for numerical optimization --
Stars: ✭ 436 (+722.64%)
Ojalgooj! Algorithms
Stars: ✭ 336 (+533.96%)
CurvaturefilterCurvature Filters are efficient solvers for Variational Models
Stars: ✭ 291 (+449.06%)
AbagailThe 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.
Stars: ✭ 225 (+324.53%)
OptimvizVisualize optimization algorithms in MATLAB.
Stars: ✭ 106 (+100%)
vqfImplementation of Variational Quantum Factoring algorithm.
Stars: ✭ 32 (-39.62%)
BadsBayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB
Stars: ✭ 159 (+200%)
qpmadROS-compatible Eigen-based Goldfarb-Idnani quadratic programming solver
Stars: ✭ 41 (-22.64%)
Csmath 2020This mathematics course is taught for the first year Ph.D. students of computer science and related areas @ZJU
Stars: ✭ 85 (+60.38%)
Aleph starReinforcement learning with A* and a deep heuristic
Stars: ✭ 235 (+343.4%)
simobilitysimobility - light-weight mobility simulation framework. Best for quick prototyping
Stars: ✭ 29 (-45.28%)
NiapyPython microframework for building nature-inspired algorithms. Official docs: http://niapy.readthedocs.io/en/stable/
Stars: ✭ 148 (+179.25%)
Performance-Estimation-ToolboxCode of the Performance Estimation Toolbox (PESTO) whose aim is to ease the access to the PEP methodology for performing worst-case analyses of first-order methods in convex and nonconvex optimization. The numerical worst-case analyses from PEP can be performed just by writting the algorithms just as you would implement them.
Stars: ✭ 38 (-28.3%)
PyswarmsA research toolkit for particle swarm optimization in Python
Stars: ✭ 742 (+1300%)
RelionImage-processing software for cryo-electron microscopy
Stars: ✭ 219 (+313.21%)
hyper-enginePython library for Bayesian hyper-parameters optimization
Stars: ✭ 80 (+50.94%)
GaftA Genetic Algorithm Framework in Python
Stars: ✭ 651 (+1128.3%)
car-racingA toolkit for testing control and planning algorithm for car racing.
Stars: ✭ 30 (-43.4%)
Dist KerasDistributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
Stars: ✭ 613 (+1056.6%)
pallas-solverGlobal optimization algorithms written in C++
Stars: ✭ 43 (-18.87%)
ArgminMathematical optimization in pure Rust
Stars: ✭ 234 (+341.51%)
Python MipCollection of Python tools for the modeling and solution of Mixed-Integer Linear programs
Stars: ✭ 202 (+281.13%)
Pygmo2A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Stars: ✭ 134 (+152.83%)
Solid🎯 A comprehensive gradient-free optimization framework written in Python
Stars: ✭ 546 (+930.19%)