398 Open source projects that are alternatives of or similar to Gurobi Python

graph based intermediate representation and backend for optimising compilers

This repository contains the source code used to produce the results presented in the paper "Continuous-variable quantum neural networks". Due to subsequent interface upgrades, these scripts will work only with Strawberry Fields version <= 0.10.0.

[ICLR'19] Complement Objective Training

Collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

⚙️ Node.js tool for optimizing SVG files

Operator Discretization Library https://odlgroup.github.io/odl/

Staffjoy Suite (V1) Microservice - Shift Assignment Subject To Constraints

R package to model Mixed Integer Linear Programs

Source repo for the book

Bayesian optimization for Python

A JuMP-based Global Optimization Solver for Non-convex Programs

Aircraft design optimization made fast through modern automatic differentiation. Plug-and-play analysis tools for aerodynamics, propulsion, structures, trajectory design, and much, much more.

Automated image compression for efficiently distributing images on the web.

Fsharp LInear Programming System

Variable splitting network for accelerated parallel MRI reconstruction

Examples of C# code compiled to GPU by hybridizer

Reducing memory allocations from 7.5GB to 32KB

AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.

Fast Robot Optimization and Simulation Toolkit (FROST)

Quantitative Interview Preparation Guide, updated version here ==>

Generic and efficient MATLAB solver for nonsmooth optimization problems

Openwrt firmware with SFE and FlowOffload

Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

Optimal transport algorithms for Julia

Jupyter-friendly Python interface for C++ MINUIT2

Redux 🚀, Redux 🤘, Redux 🔥 - and the magic optimization

Mathematical tools (interpolation, dimensionality reduction, optimization, etc.) written in C++11 with Eigen

Recurrent Back Propagation, Back Propagation Through Optimization, ICML 2018

A CLI React performance optimization tool that identifies potential unnecessary re-rendering

DirectX9 to DirectX12 API proxy for Guild Wars 2

A collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.

PEPit is a package enabling computer-assisted worst-case analyses of first-order optimization methods.

svg path sorter for more efficient (pen)plotting.

PoWA user interface

Access v8 Engine Natives easily in Chrome & Node

Simons Stellarator Optimizer Code

🚀 🐍 Optimizes Python bytecode calculating linear recurrences

PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.

MTuner is a C/C++ memory profiler and memory leak finder for Windows, PlayStation 4 and 3, Android and other platforms

NCVX: A User-Friendly and Scalable Package for Nonconvex Optimization in Machine Learning

🦐 Electromagnetic Simulation + Automatic Differentiation

Link Discovery Framework for Metric Spaces.

Local, global, and beyond optimization for scientific machine learning (SciML)

The Operator Splitting QP Solver

Code for our nips19 paper: You Only Propagate Once: Accelerating Adversarial Training Via Maximal Principle

SU2: An Open-Source Suite for Multiphysics Simulation and Design

COSMO: Accelerated ADMM-based solver for convex conic optimisation problems (LP, QP, SOCP, SDP, ExpCP, PowCP). Automatic chordal decomposition of sparse semidefinite programs.

Olympus: a benchmarking framework for noisy optimization and experiment planning

EvalML is an AutoML library written in python.

A bare-bones Python library for quality diversity optimization.

Max-value Entropy Search for Efficient Bayesian Optimization

A JuMP-based Nonlinear Integer Program Solver

Module for portfolio optimization, prices and options

Open-source implementation of Google Vizier for hyper parameters tuning

Thoughts on Go performance optimization

Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices

Unsupervised ML algorithm for predictive modeling and time-series analysis

A header-only C++ library for numerical optimization --

Distributed Asynchronous Hyperparameter Optimization better than HyperOpt. 比HyperOpt更强的分布式异步超参优化库。