GitHub topics: optimization-methods

apaonessaa/Piyavskii-Shubert

Piyavskii-Shubert algorithm implementation in python

Language: Python - Size: 17.6 KB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

NicolasChagnet/pokemon-team-optimizer

This project is about finding optimal Pokemon teams using optimization solvers.

Language: Python - Size: 707 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

ImMamey/Operations-research-codes

This repository contains Python codes for Operations Research. It includes implementations of the Hungarian Algorithm and the Revised Simplex Method. The codes can be used for solving optimization problems.

Language: Python - Size: 1.6 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

arfin-parween/computer_optimization

This Repository contains topics related to computer optimization, computer orientation, operation research. Optimization techniques are methods used to find the best possible solution or outcome for a given problem within a defined set of constraints and criteria.

Language: Java - Size: 15.6 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

tgaurav7/GUI-Radioactive-Particle-Tracking

Monte Carlo based method for Radioactive Particle Tracking technique based on Qt C++/C++

Language: C++ - Size: 26 MB - Last synced at: 11 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

ttinoco/OPTALG

Python package with optimization algorithms, wrappers and tools.

Language: Python - Size: 904 KB - Last synced at: 29 days ago - Pushed at: about 5 years ago - Stars: 10 - Forks: 3

DeveloperPaul123/Optimum

Accessible and modern implementations of common optimization algorithms.

Language: C++ - Size: 24 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 8

nikitosssobur/Optimization-Algorithms-Implementations

This repository will contain some implementations of optimization theory algorithms.

Language: Python - Size: 3.91 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 3 - Forks: 0

patrickboateng/machine-learning-visualization

Demonstrates how various machine learning optimization algorithms work by providing graphical displays in Microsoft Excel.

Language: Python - Size: 91.8 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

1saptarshi/SEO-Checklist-for-Single-Page-Applications-SPAs-

SEO-Checklist-for-Single-Page-Applications-SPAs-

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eduguillenc/abaeroutes

Optimizacion de rutas de transporte de pasajeros mediante la implementacion de Algoritmos Dijkstra y OD-Matrix para el calculo del Travel Cost de la red usando Qgis y Python.

Language: JavaScript - Size: 2.48 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

PortelaRenan/PortelaRenan

Here you find my custom profile. Believe me I am a M.Sc. Mechanical Engineer

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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 at: about 1 year ago - Pushed at: about 6 years ago - Stars: 22 - Forks: 6

Foundations-of-HPC/High-Performance-Computing-2023

Slides, exercises and resources for the 2023-2024 course "High Performance Computing" under the "Scientific and Data-Intensive Computing" Naster Program at University of Trieste

Language: C - Size: 36.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 3

gustavecortal/aco-tsp

Solving Traveling Salesman Problem (TSP) using Ant Colony Optimization (ACO).

Language: R - Size: 2.07 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

rkolovanov/multidim-optimization 📦

Multidimensional optimization methods with using derivative of the objective function

Language: Python - Size: 23.4 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

chuksoo/Mathematics-for-Machine-Learning-and-Data-Science-Specialization

This repository contains notes, slides, labs, assignments and projects for the Mathematics for Machine Learning and Data Science by DeepLearning.AI and Coursera.

Language: Jupyter Notebook - Size: 131 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

ituvtu/TransportationProblem

This repository contains a C# application designed to solve the transportation problem using the North-West Corner Rule for initial solutions and the Potential Method for optimization, effectively minimizing transportation costs between multiple suppliers and consumers.

Language: C# - Size: 7.81 KB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

e-dub/DesOptPy

DESign OPTimization in PYthon

Language: Python - Size: 1.21 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 1

Cranial-XIX/FAMO

Official PyTorch Implementation for Fast Adaptive Multitask Optimization (FAMO)

Language: Python - Size: 2.18 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 59 - Forks: 8

yorkerlin/StructuredNGD-DL

Matrix-multiplication-only KFAC; Code for ICML 2023 paper on Simplifying Momentum-based Positive-definite Submanifold Optimization with Applications to Deep Learning

Language: Python - Size: 40 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 1

kenanmorani/Optimization_Techniques_idu

University Course Assignments - Optimization Techniques

Language: Jupyter Notebook - Size: 723 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Foundations-of-HPC/Advanced-High-Performance-Computing-2023

Slides, exercises and resources for the 2023-2024 course "Advanced High Performance Computing" under the at "Scientific and Data-Intensive Computing" Master Program at University of Trieste

Language: C - Size: 5.77 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

micheleurbani/albp

A solver for Assembly Line Balancing Problems (ALBP)

Language: Jupyter Notebook - Size: 214 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

rostegg/matlab-state-control-model

Analytical design of optimal controllers in the state control problem

Language: MATLAB - Size: 38.1 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

zfergus/aplmoo

A priori lexicographic multi-objective optimization. 🍎🐮

Language: C - Size: 1020 KB - Last synced at: 4 months ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0

KamalovRuslan/Machine-Learning-Optimization-Methods

Implementation of some optimization algorithms

Language: Python - Size: 6.13 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1

crylent/AI_func_min

PSO & genetic algorithm

Language: C# - Size: 22.5 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

mavlyut/optimization-methods

Language: Jupyter Notebook - Size: 8.89 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

darnir/rust-fixedpoint

Simple rust library for computing fixed point of a function

Language: Rust - Size: 8.79 KB - Last synced at: about 2 months ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 0

raoulsuli/Multithreading-and-GPGPU

Multithreading and GPGPU Course (2021)

Language: C - Size: 16.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

khaz-dev/Deep_Learning_Project

This respository used for store my Deep Learning sample Project

Language: Jupyter Notebook - Size: 14.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

maxEntropyProd/MEP-SidersPond

Fortran code used for MEP model to describe microbial biogeochemistry in Siders Pond, MA

Language: Fortran - Size: 24.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

sergio94al/Automatic_design_of_quantum_feature_maps_Genetic_Auto-Generation

Registered Software. Official code of the published article "Automatic design of quantum feature maps". This quantum machine learning technique allows to auto-generate quantum-inspired classifiers by using multiobjetive genetic algorithms for tabular data.

Language: Jupyter Notebook - Size: 2.61 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 4

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).

Language: Jupyter Notebook - Size: 1.71 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

janasatvika/Optimizing-Classification-Models-using-Permutation-Feature-Importance-Method

High data dimensionality and irrelevant features can negatively impact the performance of machine learning algorithms. This repository implements the Permutation feature importance method to enhance the performance of some machine learning models by identifying the contribution of each feature used.

Language: Jupyter Notebook - Size: 1.99 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

MagedMohamedTurk/Turbomachinery-Rotors-Balancing

Python Tools to Practically Model and Solve the Problem of High Speed Rotor Balancing.

Language: Python - Size: 16.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 8

janasatvika/Using-Feature-Selection-Methods-to-Optimize-Model-Performance-for-Predicting-Loan-Status

This repository showcases efforts to improve the performance of classification models using diverse feature selection techniques. The case study revolves around predicting loan statuses.

Size: 147 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

julio-design/ARDO Fork of cunyizju/Programming-FEM-5th-Fortran

Augmented Reality Design Optimization for orthotropic and isotropic materials

Language: Fortran - Size: 3.93 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

madhura711/Simulation-Modeling--Supply-Chain-Analytics

Size: 1.13 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 4

chem-gp/artificial-rotors

Artificial force rotations for fast sampling of the rotational energy profiles of molecular systems by structure optimization and molecular dynamics

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pricilamiguel/365_SignUp_Flow_Optimization_Case_Study

Analyzing the sign-up and log-in data from the 365 Data Science website to formulate high-level recommendations aimed at boosting registration numbers and overall revenue growth.

Size: 3.96 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

dtsok/Optimization-in-Python

Contains a mathematical optimization project implemented in Python

Language: Python - Size: 53.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

FarshidKeivanian/Intelligent-feature-subset-selection-for-body-fat-prediction-using-Fuzzy-GA-MLP-model

FBGA-MLP model (hybrid machine learning model)

Language: MATLAB - Size: 538 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

DmitriiGurev/ComputationalMathematics

Collection of codes in C++ for solving mathematical problems

Language: C++ - Size: 57.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

shanibider/Java-Multithreading-Concurrency-Optimization

Multithreading and optimization techniques in Java

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kj3moraes/Battleship-Game-Engine

A Human v. Machine text-based Battleship Game Interface

Language: Java - Size: 140 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 2

anishacharya/DeLiCoCo-IEEE-Transactions

In compressed decentralized optimization settings, there are benefits to having multiple gossip steps between subsequent gradient iterations, even when the cost of doing so is appropriately accounted for e.g. by means of reducing the precision of compressed information.

Language: Python - Size: 8.82 MB - Last synced at: 17 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

sheetalkalburgi/optimising-for-precision

Language: Jupyter Notebook - Size: 1.17 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

morkev/genetic-algorithm-optmization

Implementation of a genetic algorithm to solve the Knapsack problem with a capacity C and a given set of N objects. The genetic fitness function sums up the profits of the objects in the Knapsack.

Language: Python - Size: 43 KB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

deluminators/Matix

Manufacturing Optimization Engine

Language: Jupyter Notebook - Size: 13.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

axr6077/Ray-Trace-Parallelization

Complex ray tracing algorithm optimized by using parallelization over different partitioning schemes and explore the performance gains through grain size and processing units (parameters) over sequential algorithm to render a high resolution image.

Language: C++ - Size: 4.76 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

burakakal/regression

Google Sheets/Colab links and csv data for the 2 videos on Youtube

Size: 7.69 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

sichkar-valentyn/Transportation_Problem

Transportation Model for an optimal strategy for distributing a commodity from a group of supply centers to various receiving centers. Solved in C# Windows Form Application

Language: C# - Size: 732 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 12 - Forks: 4

nopesir/OMAProject018

Project assignment of the "Optimization methods and algorithms" course focused on implementing a hybrid meta-heuristic algorithm to solve the optimal database design problem.

Language: Java - Size: 441 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

Atrij-Paul/Multinomial_Logistic_Regression

Complete details of Multinomial Logistic Regression from scratch . It is optimized to perform the operation in minimum time .

Language: Python - Size: 852 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ikkurthis1998/Genetic-Algorithm-Python

This python code is developed by Sreemannarayana Ikkurthi, as a part of course notes for the course 15AES477: Multidisciplinary Design Optimization (MDO). In support of Dr. Rajesh Senthil Kumar T., Assistant Professor, Department of Aerospace Engneering, Amrita Vishwa Vidyapeetham.

Language: Jupyter Notebook - Size: 574 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

ikkurthis1998/Simulated-Annealing-Python

This python code is developed by Sreemannarayana Ikkurthi, as a part of course notes for the course 15AES477: Multidisciplinary Design Optimization (MDO). In support of Dr. Rajesh Senthil Kumar T., Assistant Professor, Department of Aerospace Engneering, Amrita Vishwa Vidyapeetham.

Language: Jupyter Notebook - Size: 526 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

ikkurthis1998/Newton-Raphson-Python

This python code is developed by Sreemannarayana Ikkurthi, as a part of course notes for the course 15AES477: Multidisciplinary Design Optimization (MDO). In support of Dr. Rajesh Senthil Kumar T., Assistant Professor, Department of Aerospace Engneering, Amrita Vishwa Vidyapeetham.

Language: Jupyter Notebook - Size: 2.93 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 0

ikkurthis1998/Bisection-Python

This python code is developed by Sreemannarayana Ikkurthi, as a part of course notes for the course 15AES477: Multidisciplinary Design Optimization (MDO). In support of Dr. Rajesh Senthil Kumar T., Assistant Professor, Department of Aerospace Engneering, Amrita Vishwa Vidyapeetham.

Language: Jupyter Notebook - Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 0

smhooten/TMatrixOpt

An electromagnetic solver capable of simulating and optimizing 1D (thin-layer) structures via the semi-analytical transfer matrix method. For example, one can simulate and optimize broadband distributed Bragg reflectors, anti-reflection coatings, optical bandpass filters, and photovoltaic devices.

Language: Python - Size: 19.4 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 2

el-mouatasim/NN-FGD

Python code of paper: Fast Gradient Descent Algorithm for Image Classification with Neural Networks, SIVP Journal, 2020.

Language: Python - Size: 20.5 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 2

HamBa-m/hambam-unconstraint-optimization

This package contains the implementation of all the introduced algorithms in the course of unconstraint optimization for the 1st year AI engineering student at UM5-ENSIAS, with in addition, the possibility to plot the results of each optimization.

Language: Python - Size: 129 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0

giovannivignocchi/Sequential-Minimal-Optimization-for-SVM

The main purpose of the project is to analyze the optimization methods currently employed to perform the training of the support vector machines (SVM).

Language: MATLAB - Size: 120 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 3

somefunAgba/SingleCheeseCuttingSM

Single Cheese Cutting Space Mapping Optimization

Language: Matlab - Size: 13.7 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

andrea3425/gradient-descent-and-bcgd-methods

This work was completed as homework for the Mathematical Optimization for Data Science course. The objective of the analysis was to compare Gradient Descent and Block Coordinate Gradient Descent, which I implemented from scratch and tested on publicly available datasets.

Language: Jupyter Notebook - Size: 1.82 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0