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The Top 23 Numerical Optimization Open Source Projects

Open source projects categorized as Numerical Optimization
Categories > Numerical Optimization
Tf Quant Finance ⭐ 4,031
High-performance TensorFlow library for quantitative finance.
dependent packages 2total releases 30most recent commit 6 months agopypi tf-quant-finance} Downloads
Ceres Solver ⭐ 3,463
A large scale non-linear optimization library
dependent packages 3total releases 3most recent commit 3 months ago
Pot ⭐ 2,231
POT : Python Optimal Transport
dependent packages 64total releases 26most recent commit 15 days agopypi POT} Downloads
Osqp ⭐ 1,540
The Operator Splitting QP Solver
dependent packages 5total releases 3most recent commit 22 days ago
Mpmath ⭐ 904
Python library for arbitrary-precision floating-point arithmetic
dependent packages 385total releases 23most recent commit 18 days agopypi mpmath} Downloads
Argmin ⭐ 820
Numerical optimization in pure Rust
dependent packages 14total releases 44most recent commit 3 months agocargo argmin} Downloads
Ipc ⭐ 493
Incremental Potential Contact (IPC) is for robust and accurate time stepping of nonlinear elastodynamics. IPC guarantees intersection- and inversion-free trajectories regardless of materials, time-step sizes, velocities, or deformation severity.
most recent commit 5 months ago
Qpsolvers ⭐ 489
Quadratic programming solvers in Python with a unified API
dependent packages 29total releases 53most recent commit 3 months agopypi qpsolvers} Downloads
Mathematics ⭐ 386
数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 数学函数拟合
most recent commit 4 years ago
Fmin ⭐ 295
Unconstrained function minimization in Javascript
dependent packages 23total releases 2most recent commit 6 years agonpm fmin} Downloads
Prima ⭐ 251
PRIMA is a package for solving general nonlinear optimization problems without using derivatives. It provides the reference implementation for Powell's derivative-free optimization methods, i.e., COBYLA, UOBYQA, NEWUOA, BOBYQA, and LINCOA. PRIMA means Reference Implementation for Powell's methods with Modernization and Amelioration, P for Powell.
most recent commit 3 months ago
Nlopt.jl ⭐ 243
Package to call the NLopt nonlinear-optimization library from the Julia language
most recent commit 3 months ago
Robotoc ⭐ 223
Efficient optimal control solvers for robotic systems.
most recent commit a year ago
Estimagic ⭐ 204
Estimagic is a Python package for nonlinear optimization with or without constraints. It is particularly suited to solve difficult nonlinear estimation problems. On top, it provides functionality to perform statistical inference on estimated parameters.
dependent packages 1total releases 18most recent commit 4 months agopypi estimagic} Downloads
Pints ⭐ 200
Probabilistic Inference on Noisy Time Series
dependent packages 2total releases 4most recent commit 3 months agopypi pints} Downloads
Pypop ⭐ 148
PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/
total releases 76most recent commit 3 months ago
Optimization_course ⭐ 128
A course on Optimization Methods
most recent commit 2 years ago
Uno ⭐ 124
A next-generation solver for nonlinearly constrained nonconvex optimization. Modular and lightweight, it unifies iterative methods (SQP vs interior points) and globalization techniques (filter method vs merit function, line search vs trust region method) in a single framework. Competitive against IPOPT, filterSQP, SNOPT, MINOS and CONOPT
most recent commit 3 months ago
Proximaloperators.jl ⭐ 122
Proximal operators for nonsmooth optimization in Julia
most recent commit 6 months ago
Proximalalgorithms.jl ⭐ 117
Proximal algorithms for nonsmooth optimization in Julia
most recent commit 3 months ago
Openocl ⭐ 117
Open Optimal Control Library for Matlab. Trajectory Optimization and non-linear Model Predictive Control (MPC) toolbox.
most recent commit 4 years ago
Epigraph ⭐ 106
A C++ interface to formulate and solve linear, quadratic and second order cone problems.
most recent commit 3 years ago
Osqp Python ⭐ 96
Python interface for OSQP
dependent packages 4total releases 4most recent commit 14 days ago
The 10 Most Depended On Numerical Optimization Open Source Projects
Mpmath ⭐ 904
Python library for arbitrary-precision floating-point arithmetic
dependent packages 385total releases 23latest release March 07, 2023most recent commit 18 days agopypi mpmath} Downloads
Pot ⭐ 2,231
POT : Python Optimal Transport
dependent packages 64total releases 26latest release August 09, 2023most recent commit 15 days agopypi POT} Downloads
Qpsolvers ⭐ 489
Quadratic programming solvers in Python with a unified API
dependent packages 29total releases 53latest release December 05, 2023most recent commit 3 months agopypi qpsolvers} Downloads
Fmin ⭐ 295
Unconstrained function minimization in Javascript
dependent packages 23total releases 2latest release November 25, 2016most recent commit 6 years agonpm fmin} Downloads
Subplex ⭐ 9
Subplex Optimization Algorithm
dependent packages 17total releases 14latest release April 12, 2022most recent commit a year ago
Pdfo ⭐ 81
Powell's Derivative-Free Optimization solvers.
dependent packages 14total releases 12latest release November 15, 2023most recent commit 3 months agopypi pdfo} Downloads
Argmin ⭐ 820
Numerical optimization in pure Rust
dependent packages 14total releases 44latest release February 20, 2023most recent commit 3 months agocargo argmin} Downloads
Qdldl Python ⭐ 9
Python interface to the QDLDL(https://github.com/osqp/qdldl) free LDL factorization routine for quasi-definite linear systems
dependent packages 13total releases 11latest release July 05, 2023most recent commit 9 months agopypi qdldl} Downloads
Osqp ⭐ 1,540
The Operator Splitting QP Solver
dependent packages 5total releases 3latest release June 21, 2023most recent commit 22 days ago
Osqp Python ⭐ 96
Python interface for OSQP
dependent packages 4total releases 4latest release June 27, 2023most recent commit 14 days ago
The 10 Latest Releases In Numerical Optimization Open Source Projects
Qpsolvers ⭐ 489
Quadratic programming solvers in Python with a unified API
dependent packages 29total releases 53latest release December 05, 2023most recent commit 3 months agopypi qpsolvers} Downloads
Pdfo ⭐ 81
Powell's Derivative-Free Optimization solvers.
dependent packages 14total releases 12latest release November 15, 2023most recent commit 3 months agopypi pdfo} Downloads
Lpsolvers ⭐ 21
Linear programming solvers in Python with a unified API
dependent packages 3total releases 8latest release October 23, 2023most recent commit 3 months agopypi lpsolvers} Downloads
Parmoo ⭐ 59
Python library for parallel multiobjective simulation optimization
total releases 6latest release September 25, 2023most recent commit 5 months ago
Pot ⭐ 2,231
POT : Python Optimal Transport
dependent packages 64total releases 26latest release August 09, 2023most recent commit 15 days agopypi POT} Downloads
Pints ⭐ 200
Probabilistic Inference on Noisy Time Series
dependent packages 2total releases 4latest release July 27, 2023most recent commit 3 months agopypi pints} Downloads
Qdldl Python ⭐ 9
Python interface to the QDLDL(https://github.com/osqp/qdldl) free LDL factorization routine for quasi-definite linear systems
dependent packages 13total releases 11latest release July 05, 2023most recent commit 9 months agopypi qdldl} Downloads
Osqp Python ⭐ 96
Python interface for OSQP
dependent packages 4total releases 4latest release June 27, 2023most recent commit 14 days ago
Osqp ⭐ 1,540
The Operator Splitting QP Solver
dependent packages 5total releases 3latest release June 21, 2023most recent commit 22 days ago
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