icezimmer/ConstrainedOptimization

Constrained Optimization using Frank-Wolfe Method

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flaviodipalo/RecSys-Project

Exploring constrained optimization techniques for SLIM RMSE and MF Recommender Systems.

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krzysztofarendt/modestga

Optimized and benchmarked parallel Genetic Algorithm with inequality constraints, and a scipy-like interface

Language: Python - Size: 681 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 1

MohEsmail143/numerical-optimization-techniques

A set of Jupyter notebooks that investigate and compare the performance of several numerical optimization techniques, both unconstrained (univariate search, Powell's method and Gradient Descent (fixed step and optimal step)) and constrained (Exterior Penalty method).

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nesl/neurosymbolic-tinyml

TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning

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attarmehran/Data-Driven-Safety-Preserving-Control-Architecture-for-Constrained-CPS

This repository provides the codes for simulating a data-driven safety preserving control architecture for constrained cyber physical systems under cyber attacks.

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ralna/MJDP_software

Optimization software by Professor M. J. D. Powell

Language: Fortran - Size: 622 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 5

dimits-ts/hyperspectral-imaging

Classifying the materials of individual pixels taken by satellite using Spectral Unmixing and Pixel Classification.

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ogencoglu/fair_cyberbullying_detection

Source code and models for the paper "Cyberbullying Detection with Fairness Constraints". IEEE Internet Computing, 2020

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UCL/Bayesian_opt_Pyro

This repo will implement Bayesian optimization using PYRO

Language: Python - Size: 75.2 KB - Last synced at: 7 months ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 2

soolinglim/solve

Code for paper: P.J. Bentley, S.L. Lim, A. Gaier and L. Tran. (2022). Evolving Through the Looking Glass - Learning Improved Search Spaces with Variational Autoencoders, PPSN XVII, pp. 371–384.

Language: Python - Size: 47.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

soolinglim/coil

Code for paper: P.J. Bentley, S.L. Lim, A. Gaier and L. Tran. (2022). COIL: Constrained Optimization in Learned Latent Space. Learning Representations for Valid Solutions. ACM Genetic and Evolutionary Computation Conference (GECCO'22) Companion, ACM, pp. 1870–1877.

Language: Python - Size: 3.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

ipc-sim/Codim-IPC

Source Codes for Codimensional Incremental Potential Contact (C-IPC)

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sharmi1206/fairness-india-hiring

fairness constraint with Tensorflow Constrained Optimization in the context of InDian jobs

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sharmi1206/fairness-tensorflow-toxicity-classification

Tensorflow constrained optimization with different Deep Learning Models

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shubhika03/School-Bus-Route-Optimization

Code for constrained School Bus Route Optimization

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welschma/InclusiveKinematicFit

Inclusive Kinematic Fit provides code to kinematically fit the four momenta of the tag-side B meson, the signal lepton and the inclusive X system in inclusive semi-leptonic B decays ast e+e- B factories like Belle II.

Language: Python - Size: 31.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

dbrcina/APR-FER-2020-21

Homework solutions for Computer Aided Analysis and Design ("Analiza i projektiranje računalom") course at FER 2020/21 led by prof. dr. sc. Domagoj Jakobović

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infamoussoap/ConvexHull

Convex optimization over a probability simplex

Language: Jupyter Notebook - Size: 1.57 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

droemer7/l-bfgs-b

L-BFGS-B as a C++ header-only library

Language: C++ - Size: 1.23 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 1

xlxs4/constraint-based-metabolic-modeling

An exploration of using FBA to engineer E. coli's metabolism in Julia

Language: Julia - Size: 2.04 MB - Last synced at: 5 days ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

TRAN-Gia-Quoc-Bao/Course-Optimization

My exercises for my Optimization course

Language: MATLAB - Size: 3.71 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

hiroyuki-kasai/NMFLibrary

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

Language: MATLAB - Size: 121 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 265 - Forks: 95

acristofari/as-l1

Solver for minimization problems over the l1-ball

Language: MATLAB - Size: 43.9 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

alexblaessle/constrNMPy

A Python package for constrained Nelder-Mead optimization.

Language: Python - Size: 31.3 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 11 - Forks: 2

aruns2/POD_DABP

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

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jywang2016/rBAS

Implementation of the (beetle antennae search) BAS algorithm and its mutations in R code

Language: R - Size: 2.08 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 25 - Forks: 6

molysgaard/leopard

Leopard is a fast, modern implementation of sparse, multifrontal symmetric indefinite matrix factorization.

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eduardotrincaoconceicao/deoptimm

Bound-constrained and nonlinear constrained global optimization via Differential Evolution

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YMRodriguez/SORTLOT-TFG

SORTLOT project packing optimizer

Language: Python - Size: 135 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

vedrankolka/APR

Respository for my Computer Aided Analysis and Design laboratory assignments

Language: Python - Size: 161 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Namanj/Mortgage-Market-Tri-Analysis

Imbalanced Class Classifier, Constrained Optimization, and Time Series Forecasting

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Artelys/KalisGallery

A collection of Artelys Kalis examples with Jupyter Notebook

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danielgribel/AssortativeSBM

Source code of AC-DC-SBM, from "Assortative-Constrained Stochastic Block Models" (Gribel, Vidal and Gendreau, 2020)

Language: Julia - Size: 93.8 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

8tiqa/constraint-optimization-solver

Desktop App for constraint optimization of linear programming problems

Language: C# - Size: 4.39 MB - Last synced at: almost 2 years ago - Pushed at: over 8 years ago - Stars: 13 - Forks: 2

toohidsharifi/Optimal-design-of-Permanent-Magnet-Synchronous-Motor

Optimal Design of a Permanent Magnet Synchronous Motor Using the Cultural Algorithm

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ZIB-IOL/compression-aware-SFW

Code to reproduce the experiments of "Compression-aware Training of Neural Networks using Frank-Wolfe"

Language: Python - Size: 47.9 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

qcappart/learning-DD

Implementation of the paper "Improving Optimization Bounds using Machine Learning: Decision Diagrams meet Deep Reinforcement Learning".

Language: C++ - Size: 13.1 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 25 - Forks: 3

wanxinjin/Safe-PDP

Safe Pontryagin Differentiable Programming (Safe PDP) is a new theoretical and algorithmic safe differentiable framework to solve a broad class of safety-critical learning and control tasks.

Language: Python - Size: 25.2 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 52 - Forks: 6

RuwangJiao/CEI

A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization

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itigo-11111/MC-DARTS

MC-DARTS : Model Size Constrained Differentiable Architecture Search

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aditiisaxena/Convex-Optimisation-MTH377

This repository contains assignments completed in the course "Convex Optimisation" using python

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RuwangJiao/DCMOEA

A general framework of dynamic constrained multiobjective evolutionary algorithms for constrained optimization

Language: Python - Size: 923 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

yonghoonlee/MO-ASMO-II

Revised MO-ASMO Algorithm

Language: Matlab - Size: 4.27 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 4 - Forks: 2

Yorkxzm/Particle-swarm-optimization-python-class

Code for Particle Swarm Optimization implemented in Python, which can be run by copying it to the root of the code. It can solve unconstrained, constrained optimization and curve fitting problems.

Language: Jupyter Notebook - Size: 583 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

CowPeas/optimization

This is a playground for learning and working with various Optimization algorithms with a focus on real life applications.

Language: Python - Size: 34.2 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

quantophile/optimization_algorithms

Julia implementations of several well-known optimization algorithms in engineering and operations research.

Language: Jupyter Notebook - Size: 3.09 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 1

yardenas/la-mbda

LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization

Language: Python - Size: 49.8 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 19 - Forks: 11

pronenewbits/Arduino_Constrained_MPC_Library

A compact Constrained Model Predictive Control (MPC) library with Active Set based Quadratic Programming (QP) solver for Teensy4/Arduino system (or any real time embedded system in general)

Language: C++ - Size: 1.56 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 73 - Forks: 17

jkaardal/pyipm

An interior-point method written in python for solving constrained and unconstrained nonlinear optimization problems.

Language: Python - Size: 556 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 61 - Forks: 21

tttapa/PANOC-ALM 📦

Library for nonconvex constrained optimization using the augmented Lagrangian method and the matrix-free PANOC algorithm.

Language: C++ - Size: 24.5 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 2

libprima/.github

PRIMA: Reference Implementation for Powell's methods with Modernization and Amelioration

Size: 7.81 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 2

1997alireza/Optimization

Optimization course assignments under the supervision of Dr. Maryam Amirmazlaghani

Language: Jupyter Notebook - Size: 366 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 3

vardhah/Constraint_BO_UUV_hull_design

A ready to use software pipe line for Constraint Bayesian Optimization for UUV hull design

Language: Python - Size: 14 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

hiroyuki-kasai/RSOpt

Riemannian stochastic optimization algorithms: Version 1.0.3

Language: MATLAB - Size: 7.62 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 51 - Forks: 19

EliaFantini/CSI-using-Blind-Image-Deconvolution-and-Frank-Wolfe-algorithm

Blind Image Deconvolution and Frank-Wolfe's algorithm to deblur a license plate for Crime Scene Investigation (CSI)

Language: Jupyter Notebook - Size: 7.42 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

yajnab/PyACO

A Library in Python dealing with Ant Colony Optimization Algorithm to Solve Constrained Problems

Language: Python - Size: 17.6 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 1

AhmedImtiazPrio/radius-constrained-kmeans

Codes for "No More Than 6FT Apart: Robust K-Means via Radius Upper Bounds", ICASSP 2022

Language: Jupyter Notebook - Size: 552 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

Daniel-Carpenter/Systems-Optimization

Systems Optimization / Operations Research: Linear and Integer Programming with Python using Gurobi

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RuwangJiao/FRC-CEA

A feasible-ratio control technique for constrained optimization

Language: Python - Size: 2.48 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

jyiwu/Product-Rationalization-LP-Project

Language: Jupyter Notebook - Size: 4.88 KB - Last synced at: 8 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

junyuan-chen/ConvexFit.jl

Fit vectors with convex combinations of data columns

Language: Julia - Size: 32.2 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

paulduf/active_set_es

Python implementation of the Active-Set (1+1)-ES

Language: Python - Size: 81.1 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

Hermann-web/MINLP-optimization-challenge-roadef-2020

Solve a Mixed integer non linear programming problem with python

Language: Jupyter Notebook - Size: 1.42 MB - Last synced at: 8 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

darioizzo/pagmo2 Fork of esa/pagmo2

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

Language: C++ - Size: 35.3 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

kalyaninagaraj/cgR-SPLINE

A global solver for constrained simulation optimization problems on integer lattices

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iagoac/mbct-exact

Exact methods for solving the The Minimum-Cost Bounded-Error Calibration Tree problem

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AlexanderNixon/DataScience-Notes

Personal notes and projects on many different Data Science related areas

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kpullak/exteriorPenaltyMethod

Implementation of Exterior Penalty Method using SteepestDescent & BFGS optimisation techniques

Language: MATLAB - Size: 4.88 KB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

KernelA/eoptimization-library

The library for constrained optimization. Implemented three algorithms: Big bung - big crunch, Fireworks, Grenade explosion.

Language: C# - Size: 331 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

kpullak/AlgMethodsInNLP

Algorithmic Methods in Non-Linear Programming

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mschubert/boundie

R package for differential expression on count data with parameter bounds

Language: R - Size: 72.3 KB - Last synced at: 8 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

sovrasov/multicriterial-go

Constrained multi-objective derivative-free global solver

Language: C++ - Size: 127 KB - Last synced at: 7 months ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 0

lakshmiDRIP/DROP-Numerical-Optimizer

DRIP Numerical Optimizer is a collection of Java libraries for Numerical Optimization and Spline Functionality.

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frnptr1/OTDM

optimization techniques for data mining

Language: MATLAB - Size: 5.95 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1

SemRoCo/giskard_core

This package provides the core C++ library of giskard, a constraint and optimization-based framework for robot motion control.

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adriamoya/justeat_optimization

Language: Jupyter Notebook - Size: 1.57 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0