Topic: optimization-algorithms

cpmech / gosl

Go scientific library for machine learning, linear algebra, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS,…

Go Updated Oct 4, 2018

cerndb / dist-keras

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

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

Python Updated Jul 25, 2018

PatWie / CppNumericalSolvers

434

L-BFGS-B for TensorFlow or pure C++11 and other optimization methods

solver optimization-algorithms optimization-tools mathematics c-plus-plus eigen gradient-computation tensorflow optimization

C++ Updated Sep 30, 2018

100 / Solid

411

🎯 A comprehensive gradient-free optimization framework written in Python

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

Python Updated Jun 13, 2018 5 issues need help

PytLab / gaft

299

A Genetic Algorithm Framework in Python

genetic-algorithm global-optimization optimization-algorithms

Python Updated Nov 10, 2018

benfred / fmin

252

Unconstrained function minimization in Javascript

numerical-optimization optimization-algorithms visualization

JavaScript Updated Jun 3, 2018

ljvmiranda921 / pyswarms

247

A research toolkit for particle swarm optimization in Python

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

Python Updated Nov 3, 2018 2 issues need help

optimatika / ojAlgo

214

oj! Algorithms

ojalgo algorithm java linear-algebra optimization arrays multi-threading mathematical-programming optimization-algorithms

Java Updated Nov 13, 2018 2 issues need help

esa / pagmo2

205

A C++ / Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronou…

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

C++ Updated Nov 13, 2018

pushkar / ABAGAIL

183

The library contains a number of interconnected Java packages that implement machine learning and artificial intellig…

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

Java Updated Oct 15, 2018

YuanhaoGong / CurvatureFilter

170

Curvature Filters are efficient solvers for Variational Models

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

C++ Updated Sep 11, 2018

ahundt / awesome-robotics

156

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

Updated Nov 10, 2018

gitabcworld / FewShotLearning

103

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

optimization few-shot python pytorch optimization-algorithms

Python Updated Sep 22, 2017

imagry / aleph_star

95

Reinforcement learning with A* and a deep heuristic

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

Jupyter Notebook Updated Nov 13, 2018

kthohr / optim

94

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

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

C++ Updated Nov 14, 2018

cirg-up / cilib

87

Typesafe, purely functional Computational Intelligence

cilib scala functional-programming computational-intelligence optimization-algorithms machine-learning

Scala Updated Nov 8, 2018 1 issue needs help

lacerbi / bads

82

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

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

Matlab Updated Oct 15, 2018

3dem / relion

80

Image-processing software for cryo-electron microscopy

C++ Updated Jun 12, 2018

lacerbi / optimviz

73

Visualize optimization algorithms in MATLAB.

optimization matlab visualization optimization-algorithms

Matlab Updated Nov 2, 2017

albarji / proxTV

73

Matlab and Python toolbox for fast Total Variation proximity operators

proximal-operators optimization-algorithms machine-learning signal-processing

C++ Updated Nov 3, 2018

SoftAlgoTrade / TradingStrategies

71

Algorithmic trading strategies

trading trading-strategies hft trading-robots finance trading-platform arbitrage optimization-algorithms quantitative-finance quantitative-trading softalgotrade

C# Updated Oct 29, 2017

bwohlberg / sporco

68

Sparse Optimisation Research Code

sparsity sparse-coding dictionary-learning convolutional-sparse-coding convolutional-dictionary-learning optimization optimization-algorithms admm fista python cuda

Python Updated Nov 10, 2018

wassname / viz_torch_optim

66

Videos of deep learning optimizers moving on 3D problem-landscapes

optimization-algorithms vizualisation 3d-graphics pytorch machine-learning deep-learning optimizer learning-rate

Jupyter Notebook Updated Apr 12, 2018

hiroyuki-kasai / SGDLibrary

63

MATLAB library for stochastic optimization algorithms: Version 1.0.17

optimization optimization-algorithms machine-learning machine-learning-algorithms stochastic-optimization-algorithms stochastic-gradient-descent big-data gradient-descent-algorithm gradient logistic-regression sgd variance-reduction newtons-method linear-regression classification online-learning quasi-newton

Terra Updated Oct 29, 2018

maxim5 / hyper-engine

46

Python library for Bayesian hyper-parameters optimization

machine-learning deep-learning tensorflow hyperparameter-optimization neural-network data-science python bayesian-optimization gaussian-processes convolutional-neural-networks big-data model-selection random-search optimization-algorithms

Python Updated Aug 28, 2018

idaholab / raven

42

RAVEN is a flexible and multi-purpose probabilistic risk analysis, uncertainty quantification, parameter optimization…

risk-analysis uncertainty-quantification probabilistic-analysis data-mining optimization-algorithms parametric-analysis

Python Updated Nov 15, 2018

lequant40 / portfolio_allocation_js

34

A JavaScript library to allocate portfolios of financial assets.

quantitative-finance google-sheets portfolio-optimization risk-parity risk-budgeting clustering-algorithm spreadsheet optimization-algorithms javascript-library knapsack critical-line-algorithml markowitz numerical-optimization

JavaScript Updated Oct 16, 2018

gfairchild / pyHarmonySearch

33

pyHarmonySearch is a pure Python implementation of the harmony search (HS) global optimization algorithm.

harmony-search python optimization-algorithms applied-mathematics heuristic-search-algorithms

Python Updated Jul 11, 2018

allista / ThrottleControlledAvionics

26

A mod for KerbalSaceProgram

c-sharp autopilot mod ksp plugin unity pid-controller optimization-algorithms orbital-mechanics

C# Updated Nov 5, 2018

mlpack / ensmallen

26

A header-only C++ library for mathematical optimization --

optimization function-optimization minimization machine-learning deep-learning optimization-algorithms

C++ Updated Nov 12, 2018

optimization-algorithms

Repositories 423