Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: stochastic-optimization

harshraj11584/Paper-Implementation-Overview-Gradient-Descent-Optimization-Sebastian-Ruder

[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder

Language: Python - Size: 58.6 KB - Last synced: about 5 hours ago - Pushed: about 5 years ago - Stars: 22 - Forks: 6

odow/SDDP.jl

Stochastic Dual Dynamic Programming in Julia

Language: Julia - Size: 20.8 MB - Last synced: about 19 hours ago - Pushed: about 19 hours ago - Stars: 281 - Forks: 59

ebrahimpichka/awesome-optimization

A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

Size: 32.2 KB - Last synced: 13 days ago - Pushed: 26 days ago - Stars: 201 - Forks: 22

lbl-camera/fvGP

A software package for flexible HPC GPs

Language: Python - Size: 29.8 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 13 - Forks: 4

infiniteopt/InfiniteOpt.jl

An intuitive modeling interface for infinite-dimensional optimization problems.

Language: Julia - Size: 11.5 MB - Last synced: 3 days ago - Pushed: 5 days ago - Stars: 229 - Forks: 17

cmdty/storage

Multi-Factor Least Squares Monte Carlo energy storage valuation model (Python and .NET).

Language: C# - Size: 107 MB - Last synced: 2 months ago - Pushed: 3 months ago - Stars: 66 - Forks: 27

keurfonluu/StochANNPy

StochANNPy (STOCHAstic Artificial Neural Network for PYthon) provides user-friendly routines compatible with Scikit-Learn for stochastic learning.

Language: Python - Size: 169 KB - Last synced: 6 days ago - Pushed: about 6 years ago - Stars: 8 - Forks: 4

edxu96/MatrixOptim.jl

Data-driven decision making under uncertainty using matrices

Language: Julia - Size: 71.2 MB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 31 - Forks: 6

keurfonluu/stochopy

Python library for stochastic numerical optimization

Language: Python - Size: 2.32 MB - Last synced: 27 days ago - Pushed: 12 months ago - Stars: 89 - Forks: 15

SimpleArt/spsa

A simple implementation of SPSA with automatic learning rate tuning

Language: Python - Size: 220 KB - Last synced: 26 days ago - Pushed: almost 2 years ago - Stars: 29 - Forks: 0

esa/pygmo2

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

Language: C++ - Size: 13.9 MB - Last synced: about 2 months ago - Pushed: 2 months ago - Stars: 402 - Forks: 54

cshjin/awesome-nonconvex-optimization

A collection of papers and readings for non-convex optimization

Size: 16.6 KB - Last synced: 15 days ago - Pushed: about 5 years ago - Stars: 30 - Forks: 6

ejjonny/swift-slime

A lightweight stochastic optimizer based on slime mold (Slime Mold Algorithm)

Language: Swift - Size: 41 MB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 5 - Forks: 0

AdamWonia/coyote-optimisation-algorithm-COA-matlab

Coyote Optimisation Algorithm - COA

Language: MATLAB - Size: 40 KB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 2

omid-arhami/stochastic-processes

Some sample codes for basic or complicated stochastic processes and simulations. Check the file names.

Language: Jupyter Notebook - Size: 80.1 KB - Last synced: 2 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

copa-uniandes/pIRPgym

A compilation of OR tools for the Stochastic-Dynamic perishable Inventory Routing Problem.

Language: Jupyter Notebook - Size: 54.6 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 3 - Forks: 2

kul-optec/CIAOAlgorithms.jl

Coordinate and Incremental Aggregated Optimization Algorithms

Language: Julia - Size: 85.9 KB - Last synced: 14 days ago - Pushed: about 1 year ago - Stars: 10 - Forks: 4

Argonne-National-Laboratory/DSP

An open-source parallel optimization solver for structured mixed-integer programming

Language: C++ - Size: 64.1 MB - Last synced: 2 months ago - Pushed: 11 months ago - Stars: 78 - Forks: 24

jbrea/CMAEvolutionStrategy.jl

Language: Julia - Size: 140 KB - Last synced: 14 days ago - Pushed: over 1 year ago - Stars: 29 - Forks: 0

jialuechen/libflow

Market Liquidity Analytics C++ Library

Language: C++ - Size: 1.43 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

david-cortes/stochQN 📦

(Python, Tensorflow, R, C, C++) Stochastic, limited-memory quasi-Newton optimizers (adaQN, SQN, oLBFGS)

Language: R - Size: 400 KB - Last synced: 1 day ago - Pushed: about 3 years ago - Stars: 12 - Forks: 7

asevillasastre/UCM-Linear-Programming-Optimization-Models

Location & Distribution and Hydrothermal Coordination Models, using Stochastic Programming and Multicriteria Techniques, are proposed. Reports of the work in pdf and the GAMS code are included.

Language: GAMS - Size: 2.49 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

zeke-xie/stable-weight-decay-regularization

[NeurIPS 2023] The PyTorch Implementation of Scheduled (Stable) Weight Decay.

Language: Python - Size: 40 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 35 - Forks: 3

amkatrutsa/dl-opt

Tutorials on optimizers for deep neural networks

Size: 4.88 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

jialuechen/libstoch

C++ Library for Stochastic Optimal Control in Trading

Language: C++ - Size: 1.2 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

lkwinta/stochastic_minimization

Stochastic minimization project for Statistics course on AGH UST

Language: R - Size: 2.38 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

jacobwilliams/simulated-annealing

Simulated Annealing with Modern Fortran

Language: Fortran - Size: 1010 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 20 - Forks: 4

roaked/snake-evolutionary-reinforcement-learning

parameter optimization of a reinforcement learning deep Q network with memory replay buffer using genetic algorithm in the snake game. base code for snake env from codecamp

Language: Python - Size: 26.6 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 2

tstran155/Optimization-of-building-energy-consumption

This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo package, (3) Genetic algorithm with local search, and (4) Pymoo package to find optimum design parameters and minimum energy consumption.

Language: Jupyter Notebook - Size: 5.31 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 14 - Forks: 2

morozov22/SmartRunner

Python3 code for gradient-free global optimization

Language: Python - Size: 1.28 MB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0

prs98/Electric_Vehicle_Charging_Simulation

The goal of this project is to build a simulation model to determine the largest expected revenue from an electric vehicle charging station in a one month time period given the storage capacity, charging grid change costs, demand and supply.

Language: MATLAB - Size: 268 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 16 - Forks: 0

hash1khn/PageRank

Language: Python - Size: 104 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

rlax59us/Numerical_Optimization

Python Implementation and Visualization of Numerical Optimization Techniques

Language: Python - Size: 6.08 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

EgoPer/Contextual-Robust-Optimisation-with-UQ

Code for the experiments in the paper "Contextual Robust Optimisation with Uncertainty Quantification".

Language: Python - Size: 1.32 MB - Last synced: 6 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

DankChoir/manufacturing-two-stages

Source code for Mathematical Modelling Assignment

Language: Python - Size: 5.86 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

ayjab/stochastic_optimization

This repository contains implementations of various stochastic gradient descent algorithms and gredient descent algorithms.

Language: Jupyter Notebook - Size: 63.5 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

jmaerte/pysmps

Utilities for parsing MPS and SMPS file formats.

Language: Python - Size: 68.4 KB - Last synced: 29 days ago - Pushed: 7 months ago - Stars: 16 - Forks: 4

Matrixeigs/Optimization-techniques-and-applications-in-energy-systems

Modelling and optimization for microgrids, energy hubs, distribution systems and transmission systems

Language: JetBrains MPS - Size: 37.1 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

swd-turner/scenario

scenario - an R package for scenario tree construction

Language: R - Size: 1.11 MB - Last synced: 7 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 1

siavashtab/readSMPS-CPP

reading SMPS format files in C++ (Two-stage stochastic programs with fixed recourse)

Language: C++ - Size: 363 KB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 2 - Forks: 1

siavashtab/readSMPS-Py

reading SMPS files in Python (A Python package for reading SMPS files using GUROBI optimizer objects)

Language: Python - Size: 96.7 KB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

aruns2/POD_DABP

Constrained Optimization: Point of Dispense distribution under large scale health emergencies for Allegheny County modeled as Two-Stage Stochastic Optimization

Language: Jupyter Notebook - Size: 6.84 KB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

aurorlhc/3D_Reconstruction_Tomography

Stochastic reconstruction of heterogeneous materials using X-ray tomography projections

Language: C++ - Size: 89.7 MB - Last synced: 8 months ago - Pushed: almost 7 years ago - Stars: 8 - Forks: 6

energyinpython/EVO-SPOTIS

This is Python 3 library for multi-criteria decision analysis with decision-maker preference identification based on historical datasets using evolutionary stochastic algorithm Differential evolution

Language: Python - Size: 472 KB - Last synced: 14 days ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

keurfonluu/StochOptim

StochOptim provides user friendly functions to solve optimization problems using stochastic algorithms

Language: Fortran - Size: 77.1 KB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 8 - Forks: 2

xoolive/optim4ai

Optimisation for Artificial Intelligence, a 4-day course

Language: Jupyter Notebook - Size: 5.53 MB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

madhura711/LENOVO---Stochastic-Optimization-and-Predictive-Modeling

Language: R - Size: 6.09 MB - Last synced: 3 months ago - Pushed: almost 6 years ago - Stars: 4 - Forks: 1

keurfonluu/StochOPy-WebApp

StochOPy WebApp is hosted online at

Language: Python - Size: 117 KB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 6 - Forks: 4

rockstaedt/ses_opt

Framework to model two stage stochastic unit commitment optimization problems.

Language: Python - Size: 83.6 MB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 9 - Forks: 3

seonho-park/Stochastic-Adaptive-cubic-regularization-with-Negative-Curvature

stochastic adaptive cubic regularization method with negative curvature

Language: Python - Size: 1010 KB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

tomoleary/hessianlearn

Hessian-based stochastic optimization in TensorFlow and keras

Language: Python - Size: 4.21 MB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 28 - Forks: 3

jmdvinodjmd/LIBS2ML

LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms

Language: C++ - Size: 221 KB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 9 - Forks: 7

sebastianangerhausen/SPDPS

A Stochastic Primal-Dual Proximal Splitting Method for Risk-Averse Optimal Control of PDEs

Language: Julia - Size: 45.9 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 1

trwstin/AMMO

TikTok Advertisement-Moderator Matching Optimizer

Language: CSS - Size: 39.1 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

ralna/GOFit

Global Optimization for Fitting Problems

Language: C++ - Size: 3.06 MB - Last synced: 20 days ago - Pushed: 9 months ago - Stars: 1 - Forks: 2

MohammadSadeghSalehi/SQN-and-SGD

Stochastic Quasi-Newton Method (SQN) and comparing it with SGD

Language: Jupyter Notebook - Size: 95.7 KB - Last synced: 9 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

architsharma97/MNIST

Tests convergence of various estimators. In particular, PD and SF/REINFORCE are tested for gaussian and bernoulli latent variables and Synthetic gradients are tested in MNIST Classification (DNI).

Language: Python - Size: 4.24 MB - Last synced: 10 months ago - Pushed: almost 7 years ago - Stars: 1 - Forks: 1

sharath/gan-learning

An empirical evaluation of learning strategies for GANs

Language: Jupyter Notebook - Size: 452 KB - Last synced: 10 months ago - Pushed: about 4 years ago - Stars: 2 - Forks: 0

Julinar07/optimization-stochastic-differential-evolution

Analysis Spreading COVID-19 in Japan Using Stochastic Differential Evolution’s Method

Language: MATLAB - Size: 7.21 MB - Last synced: 10 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

nocotan/cocob_backprop

Unofficial PyTorch implementation of COCOB Backprop.

Language: Python - Size: 126 KB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 4 - Forks: 0

alexforel/Explainable-CSO

Code for "Explainable Data-Driven Optimization" (ICML 2023)

Language: Python - Size: 29.6 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 11 - Forks: 0

eghalea/Stochastic-Modeling-and-Event-Simulation-of-an-Emergency-Department-ED-

This project demostrates an attempt to model an ED system by replicating multiple scenarios that will aid the optimization of the ED services through efficient resource utilization to solve overcrowding problem and reduce average waiting and service time in the ED

Language: R - Size: 4.78 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

benkoehlL/Simulated_Annealing_Production

Simulated Annealing method for solution of the optimal sequencing and allocation in the one-stage job-shop model

Language: Jupyter Notebook - Size: 26.7 MB - Last synced: 8 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

houshuanglucie/Stochastic-optimization

Course of Stochastic Optimization in ISAE-SUPAERO

Language: Jupyter Notebook - Size: 28.8 MB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

LorenzoSciandra/Dynamic-vehicle-routing-problem-with-stochastic-customer-requests-and-multiple-delivery-routes

Dynamic vehicle routing problem with stochastic customer requests, multiple delivery routes and same-day deliver.

Language: C++ - Size: 31.7 MB - Last synced: 8 months ago - Pushed: 12 months ago - Stars: 2 - Forks: 0

leoschleier/sddip

Implementation of the (dynamic) stochastic dual dynamic integer programming (SDDiP) algorithm.

Language: Jupyter Notebook - Size: 3 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 9 - Forks: 3

Pegah-Ardehkhani/Optimization-Problems-and-Solutions

In this repository, optimization problems have been modeled and solved in Python

Language: Jupyter Notebook - Size: 115 KB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 2 - Forks: 0

rwuilbercq/Hive

Artificial Bee Colony Algorithm in Python.

Language: Python - Size: 73.2 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 90 - Forks: 44

Lingkai-Kong/so-ebm

Code for paper: End-to-end Stochastic Optimization with Energy-based Model

Language: Python - Size: 884 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0

cshjin/Microgrid_sim

Language: Python - Size: 49.1 MB - Last synced: 4 months ago - Pushed: about 9 years ago - Stars: 12 - Forks: 4

borelian/AdaptiveBenders

Code and computational experiments of the paper "Benders Adaptive-Cuts Method for Two-Stage Stochastic Programs" by Cristian Ramírez-Pico, Ivana Ljubić and Eduardo Moreno. arXiv:2203.00752

Language: Jupyter Notebook - Size: 340 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

KenChiang1997/Robust-and-Stochastic-Portfolio-Optimization

NTHU 2021 Fall, Robust and Stochastic Portfolio Optimization

Language: Jupyter Notebook - Size: 1.49 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 6 - Forks: 0

edgarsmdn/TS

Tabu Search algorithm

Language: Python - Size: 1.2 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 10 - Forks: 3

hiroyuki-kasai/SimpleDeepNetToolbox

Simple MATLAB toolbox for deep learning network: Version 1.0.3

Language: Matlab - Size: 83 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 16 - Forks: 10

yhz0/twosd_jl Fork of DavidZhang411/SQLP

A flexible framework for SD-like algorithms in Julia.

Language: Julia - Size: 319 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

Mechazo11/Genetic_Algorithm_2D_Rosenbrock

Demonstrates the usage of a Genetic Algorithm to solve 2 variable design problems. 2D Rosenbrock is chosen as an illustrative example

Language: MATLAB - Size: 2.47 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 3

zeke-xie/Positive-Negative-Momentum

The official PyTorch Implementations of Positive-Negative Momentum Optimizers (ICML 2021).

Language: Python - Size: 180 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 25 - Forks: 6

edxu96/StochasticOptim 📦

Stochastic Optimization and ARIMA Model Forecast in Julia to Manage Airline Fleet

Language: PostScript - Size: 1.59 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 2 - Forks: 2

axelparmentier/MaximumWeightTwoStageSpanningTree.jl

Maximum Weight Two Stage Spanning Tree

Language: Julia - Size: 150 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

PasaOpasen/BeehiveMethod

Implementation of beehive method (particle swarm optimization) for global optimization of multidimentional functions

Language: Python - Size: 71.7 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 3 - Forks: 2

tuantran23012000/Stochastic-logistic-sigmoid-regression

Language: Python - Size: 688 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 6 - Forks: 0

bassambarazi/book-test

Sequential Decision Analytics in Finance

Language: Jupyter Notebook - Size: 14 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

tqch/esgd-ws

Language: Python - Size: 23.9 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 3 - Forks: 1

sraaphorst/sudoku-stochastic

Solving Sudoku boards using stochastic methods and genetic algorithms

Language: C++ - Size: 201 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

ispapadakis/StochProg

Language: Python - Size: 674 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

SachaIZADI/stochastic-optimization

One-week side project to play around stochastic optimization (how to take *good* decisions under uncertainty)

Language: Python - Size: 15.4 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 2

niravnb/Zeroth-Order-Stochastic-Optimization

Code for experiments in paper: Non-Asymptotic Bounds for Zeroth-Order Stochastic Optimization

Language: MATLAB - Size: 79.1 KB - Last synced: 11 months ago - Pushed: about 4 years ago - Stars: 3 - Forks: 1

mingzhang-yin/ARM-gradient

Low-variance, efficient and unbiased gradient estimation for optimizing models with binary latent variables. (ICLR 2019)

Language: Python - Size: 43.5 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 27 - Forks: 9

hiroyuki-kasai/RSOpt

Riemannian stochastic optimization algorithms: Version 1.0.3

Language: MATLAB - Size: 7.62 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 51 - Forks: 19

liangzp/DP-Streaming-SCO

Official Implementation of On Optimal Private Online Stochastic Optimization and High Dimensional Decision Making

Language: Jupyter Notebook - Size: 1.24 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

juanfran143/RVRP

Rich Vehicle Rounting Problem (RVRP)

Language: Python - Size: 6.59 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

Bhattacharya-Lab/PolyFold

An interactive visual simulator for distance-based protein folding

Language: Java - Size: 646 MB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 24 - Forks: 6

JuliaOptimalTransport/StochasticOptimalTransport.jl

Julia implementation of stochastic optimization algorithms for large-scale optimal transport.

Language: Julia - Size: 139 KB - Last synced: 26 days ago - Pushed: almost 3 years ago - Stars: 16 - Forks: 2

bbopt/StoMADS

StoMADS algorithm for stochastic blackbox optimization

Language: MATLAB - Size: 85 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

macrdel/ml_pt_course

Учебные листы по 'Стохастическому анализу и его приложениях в машинном обучении'

Language: Jupyter Notebook - Size: 13.4 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

EliaFantini/RMSProp-and-AMSGrad-for-MNIST-image-classification

Implementation and comparison of SGD, SGD with momentum, RMSProp and AMSGrad optimizers on the Image classification task using MNIST dataset

Language: Python - Size: 417 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

borghig/AM-CBO

Numerical implementation and validation of an adaptive consensus-based algorithm for multi-objective optimization.

Language: MATLAB - Size: 912 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

SuperCrabLover/Stochastic-Optimization-For-Zero-Order-Oracle

Stochastic optimization research conducted together with Alexander Gasnikov

Language: Jupyter Notebook - Size: 1.71 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

sotostzam/particle-swarm-optimization

Particle Swarm Optimization Python implementation

Language: Python - Size: 124 KB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 1 - Forks: 1

dprentiss/farmersPH

This GAMS model solves the "Farmer's Problem" (Birge and Louveaux 2010) using a progressive hedging algorithm.

Size: 203 KB - Last synced: 4 months ago - Pushed: over 10 years ago - Stars: 1 - Forks: 3

Related Keywords
stochastic-optimization 129 optimization 43 python 20 optimization-algorithms 19 machine-learning 15 genetic-algorithm 8 matlab 7 simulated-annealing 7 julia 7 gradient-descent 7 global-optimization 7 stochastic-gradient-descent 6 machine-learning-algorithms 6 stochastic-programming 6 evolutionary-algorithm 6 deep-learning 6 linear-programming 6 algorithm 6 robust-optimization 5 particle-swarm-optimization 5 differential-evolution 5 pytorch 5 stochastic-processes 5 cmaes 4 reinforcement-learning 4 operations-research 4 blackbox-optimization 4 mixed-integer-programming 4 benders-decomposition 4 python3 4 optimization-methods 4 variance-reduction 4 evolutionary-algorithms 4 evolutionary-strategy 4 smps 3 simulation 3 swarm-intelligence 3 data-science 3 nonlinear-optimization 3 sgd 3 big-data 3 gurobi 3 numerical-methods 3 derivative-free-optimization 3 parallel 3 neural-network 3 second-order-optimization 3 optimizer 3 mathematical-modelling 3 adagrad 3 stochastic-optimizers 3 combinatorial-optimization 3 optimal-control 3 convex-optimization 3 discrete-optimization 3 monte-carlo 3 hill-climbing 3 tabu-search 3 large-scale-learning 3 non-convex-optimization 2 gurobipy 2 julia-language 2 logistic-regression 2 evolutionary-computation 2 pyomo 2 protein-structure-prediction 2 online-learning 2 mathematical-programming 2 optimization-problem 2 optimizers 2 metaheuristic 2 nonconvex 2 constrained-optimization 2 machinelearning 2 fortran 2 probability 2 adam 2 pypi-package 2 deep-neural-networks 2 nonconvex-optimization 2 market-making 2 linear-optimization 2 dynamic-programming 2 genetic-optimization-algorithm 2 large-scale-optimization 2 numpy 2 algorithmic-trading 2 conditional-value-at-risk 2 sgd-momentum 2 matplotlib 2 minimization 2 optimization-tools 2 gams 2 monte-carlo-simulation 2 awesome-list 2 multi-objective-optimization 2 algorithms 2 sddip 2 decomposition-algorithm 2 newton-method 2