Top 598 optimization open source projects

Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design

Code for Learned Turbo-ype Affine Rank Minimization

General meta-Heuristic Optimization Solving Toolkit

Examples of common systems programming optimizations

RaPId (a recursive acronym for "Rapid Parameter Identification") utilizes different optimization and simulation technologies to provide a framework for model validation and calibration of any kind of dynamical systems, but specifically catered to power systems.

Domain-specific compiler for Finite Difference/Volume/Element Earth-system models in Fortran

A C++ monorepo for discrete and continuous optimization. Batteries included!

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

Julia interface to the NOMAD blackbox optimization software

Coz profiler Golang wrapper - Coz employs a novel technique we call causal profiling that measures optimization potential.

Numerical Experiments

Lightweight header-only matrix library (C++) for numerical optimization and machine learning. Contact me if there is an exciting opportunity.

2D/3D registration between CT/MRI or STL models and X-ray images (November 2018)

SOL: SDN optimization layer. A framework for writing network optimization problems more easily.

A TypeScript AST Transformer that can speed up reconciliation and reduce garbage collection pressure by hoisting React elements to the highest possible scope.

A python package for optimizing processing pipelines using statistical design of experiments (DoE).

optimizing compiler for a subset of C language

an automated solver for problems of competitive programming

A demo of a nurse scheduling model

A JuMP extension for Polynomial Optimization

HN Compiler

computational adjoint-based shape optimization and optimal control software for python

Using Computer with your Statistics Major Course

A development environment for robust and global optimization

MIQP solver based on OSQP

Matlab implementation of the Adam stochastic gradient descent optimisation algorithm

Rapid interactive Gurobi model modification and analysis

Julia package for formulating and analyzing stochastic recourse models.

Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.

Code for IoT Journal paper title 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'

ML algorithm for real-time classification

Image-space texture optimization of 3D meshes using PyTorch

Constraint Optimization with Lava

Rollup plugin to display bundle contents & size information

The one-stop package for formulating, simulating, and solving problems in boolean and spin form

Open-source repository containing examples and documentation for the Cognizant XPRIZE Pandemic Response Challenge

This repository is an implementation of the work from Mohamed W. Mehrez. I convert the original code in MATLAB to the Python

Slides and notebooks for my tutorial at PyData London 2018

A collection of portable workflows, automation recipes and components for MLOps in a unified CK format. Note that this repository is outdated - please check the 2nd generation of the CK workflow automation meta-framework with portable MLOps and DevOps components here:

reservoir network optimization

A population based stochastic algorithm for finding the minimum value in a function.

High-performance metaheuristics for optimization coded purely in Julia.

Supported highly optimized and flexible genetic algorithm package for python

Computational Methods for Numerical Analysis

Drop-in-place Memory and Performance optimizations for LINQ

Modern Fortran Edition of the SLSQP Optimizer

This repo is about NAS

CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.

Find unoptimized gmod addons and KILL the devs who made them

Shiny app for Price Optimization using prophet and lme4 libraries for R.

Derivative-Free Optimization Method for Global Optimization (C++)

Code for the paper "Let’s Make Block Coordinate Descent Go Fast"

General purpose algebraic metaprogramming and symbolic computation library for the Julia programming language: E-Graphs & equality saturation, term rewriting and more.

Babel plugin to optimize Mithril m() calls into simple JS objects for speed

This package is the implementation of a one-phase interior point method that finds KKT points of nonconvex optimization problems.

Track oriented, multi target, multi hypothesis tracker

PostCSS plugin for purgecss

Graph SLAM solver in Python

🐳📈 Headless Forex backtesting for MetaTrader platform using Docker

A stand-alone pure Java library for linear algebra and machine learning