Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

Projects in Awesome Lists tagged with optimization-methods

A curated list of projects in awesome lists tagged with optimization-methods .

https://github.com/cvanaret/uno

A next-gen solver for nonconvex optimization. Uno is a Lagrange-Newton solver that unifies barrier and SQP methods in a modern and generic way, and implements different globalization flavors (line search/trust region and merit function/filter method/funnel method). Competitive against filterSQP, IPOPT, SNOPT, MINOS and CONOPT.

constrained-optimization continuous-optimization cpp gradient-descent interior-point-method local-optimization mathematical-optimization mathematical-programming newton-method nonconvex-optimization nonlinear-optimization nonlinear-programming nonlinear-programming-algorithms numerical-optimization optimization optimization-algorithms optimization-methods optimization-solver quadratic-programming sequential-quadratic-programming

Last synced: 18 Dec 2024

https://github.com/benchopt/benchopt

Making your benchmark of optimization algorithms simple and open

benchmark julia-language machine-learning optimization optimization-methods python rlang

Last synced: 21 Dec 2024

https://github.com/jaswinder9051998/zoofs

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

evolutionary-algorithms feature-selection genetic-algorithm grey-wolf grey-wolf-optimizer machine-learning machine-learning-algorithms machinelearning optimization optimization-algorithms optimization-methods optimization-tools particle-swarm particle-swarm-optimization python subset-selection supervised-learning

Last synced: 12 Nov 2024

https://github.com/seleb/pico-8-token-optimizations

A list of general purpose tricks and techniques for saving tokens in PICO-8.

optimization-methods pico-8

Last synced: 15 Nov 2024

https://github.com/seleb/PICO-8-Token-Optimizations

A list of general purpose tricks and techniques for saving tokens in PICO-8.

optimization-methods pico-8

Last synced: 02 Nov 2024

https://github.com/julianlsolvers/linesearches.jl

Line search methods for optimization and root-finding

backtracking julia line-search optimization-methods

Last synced: 18 Dec 2024

https://github.com/volkansah/optimize-mysql-mariadb

This configuration file includes some common settings to optimize MySQL or MariaDB performance, such as the innodb_buffer_pool_size, query_cache_size, and wait_timeout parameters.

database mariadb mysql optimization optimization-methods performance speedups

Last synced: 09 Dec 2024

https://github.com/microprediction/tuneup

Comparison of global optimization algorithms, including scipy, optuna, hyperopt, platypus, facebook-ax, pysot and others.

global-optimization global-optimization-algorithms optimization optimization-algorithms optimization-methods

Last synced: 30 Oct 2024

https://github.com/patrickboateng/machine-learning-visualization

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

machine-learning-algorithms microsoft-excel optimization-methods

Last synced: 13 Nov 2024

https://github.com/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

deep-learning fisher hessian-free kfac natural-gradients optimization-methods optimizer pytorch-implementation second-order-optimization

Last synced: 15 Dec 2024

https://github.com/darnir/rust-fixedpoint

Simple rust library for computing fixed point of a function

crates fixed-point optimization-library optimization-methods rust-library

Last synced: 11 Dec 2024

https://github.com/thomasweise/betandrun

Code for executing virtual experiments with intelligent bet-and-run strategies for optimization, which efficiently utilize a total computational budget for getting good results by first starting n runs and after some time pick one of them to continue for the remaining budget.

artificial-neural-networks bet-and-run black-box-optimization machine-learning models optimization optimization-methods prediction regression

Last synced: 09 Nov 2024

https://github.com/sovrasov/go-multisolver

An algorithm for simultaneously solving of multiple global optimizations problems

cpp global-optimization optimization-algorithms optimization-methods

Last synced: 01 Dec 2024

https://github.com/muonray/cern-root-financial-mechanics-and-market-analysis-codes

CERN ROOT codes used to develop the images and graphs in the article on my blog: http://muonray.blogspot.com/2014/09/particle-physics-software-and-financial.html

article cern cern-root drift efficient-frontier finance financial-analysis geometric-brownian-motion graphs market-analysis-codes monte-carlo monte-carlo-methods optimization-methods quant simulation statistics stock-market

Last synced: 01 Dec 2024

https://github.com/volpatto/pyde

An implementation of Differential Evolution procedure for unconstrained optimization

metaheuristics numerical-optimization optimization-algorithms optimization-methods

Last synced: 03 Dec 2024

https://github.com/makarasty/games-optimization

🎮 Гайд по частичной оптимизации ПК

guide optimization optimization-methods performance

Last synced: 13 Nov 2024

https://github.com/eonu/minimizers

Comparison of gradient-based coordinate descent and gradient descent on continuous bivariate functions.

coordinate-descent cost-function gradient-descent iterative-methods machine-learning minimization optimization optimization-methods peaks six-hump-camel

Last synced: 16 Dec 2024

https://github.com/simonusher/p3-ag-challenge

This repository contains my adaptation/implementation of the Parameter-less population pyramid (P3) optimization method. It is my solution to the second evolutionary computation challenge, organized at Wrocław University of Science and Technology.

binary evolutionary-computation optimization-methods

Last synced: 10 Nov 2024

https://github.com/krichelj/gymasteroids

Asteroids evasion using OpenAI's gym Reinforcement Learning (RL) package - M.Sc. Thesis in Computer Science, Ben Gurion University Ben Gurion University of the Negev, Israe

artificial-intelligence asteroids-game bellman-equation computer-science evasion gym-environment open-ai open-ai-api open-ai-gym optimization-algorithms optimization-methods q-learning reinforcement-learning

Last synced: 12 Nov 2024

https://github.com/iamriteshkoushik/go-brc

1 Billion Rows Challenge attempt in Golang

1brc 1brc-go golang optimization-methods

Last synced: 05 Nov 2024

https://github.com/jungstershark/p-median-problem

The P-Median Problem project uses metaheuristic optimization to solve the p-median location problem, with Jupyter notebooks implementing random sampling and local search algorithms to minimize service distances.

alogorithms jupyter-notebook local-search metaheuristic metaheuristic-algorithms metaheuristic-optimisation metaheuristics optimization optimization-algorithms optimization-methods p-median p-median-problem python python3 random-sampling

Last synced: 06 Nov 2024

https://github.com/alecruces/optirice

Exploring optimization methods like Gradient Descent and BCGD in semi-supervised learning for rice seeds classification

classification optimization-methods semisupervised-learning

Last synced: 06 Nov 2024

https://github.com/akamlah/42-cub3d

Simple raycasting engine

optimization-methods raycasting

Last synced: 26 Nov 2024

https://github.com/francescobaio/smmhomeworks

This repository contains comprehensive solutions and analyses for four key homework assignments in the realm of Statistical and Machine Learning. The repository is structured to include both the original PDFs of the homework assignments and Jupyter notebooks that provide detailed code solutions.

linear-algebra mle-map-estimation optimization-methods statistical-learning

Last synced: 06 Dec 2024

https://github.com/giovannibaccichet/biogasor

Biogas plants fulfillment optimization through operations research techniques ⛽️

heuristic-optimization heuristic-search heuristics location-optimization operations-research optimization-methods

Last synced: 02 Dec 2024