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mpmath
mpmath

Python library for arbitrary-precision floating-point arithmetic

144.5M 1K 207
cvxpy
cvxpy

A Python-embedded modeling language for convex optimization problems.

3.8M 6K 1K
qpsolvers
qpsolvers

Quadratic programming solvers in Python with a unified API

704K 743 102
multi-objective
moocore

Core Mathematical Functions for Multi-Objective Optimization

590K 50 8
oxfordcontrol
qdldl

Python interface to the QDLDL (https://github.com/osqp/qdldl) free LDL factorization routine for quasi-definite linear systems

539K 18 23
PythonOT
pot

POT : Python Optimal Transport

404K 3K 544
darnstrom
daqp

A dual active-set algorithm for convex quadratic programming

318K 106 19
cvxpy
cvxpy-base

A Python-embedded modeling language for convex optimization problems.

159K 6K 1K
jessegrabowski
better-optimize

A friendlier front-end to scipy.optimize

125K 7 3
cvanaret
unopy

With Uno, finally take full control of your SQP/barrier solver for nonlinearly constrained optimization

44K 480 41
numericalalgorithmsgroup
py-bobyqa

Python-based Derivative-Free Optimization with Bound Constraints

26K 93 19
numericalalgorithmsgroup
dfo-ls

Python-based Derivative-Free Optimizer for Least-Squares

22K 47 16
google
tff-nightly

High-performance TensorFlow library for quantitative finance.

21K 5K 679
pints-team
pints

Probabilistic Inference on Noisy Time Series

19K 241 34
pdfo
pdfo

Powell's Derivative-Free Optimization solvers.

11K 108 29
GermanHeim
pyglobalsearch

This package provides a Python interface to Rust's globalsearch crate. globalsearch is a multistart framework for global optimization with scatter search and local NLP solvers written in Rust.

8K 27 1
optimagic-dev
optimagic

optimagic is a Python package for numerical optimization. It is a unified interface to optimizers from SciPy, NlOpt and other packages. optimagic's minimize function works just like SciPy's, so you don't have to adjust your code. You simply get more optimizers for free. On top you get diagnostic tools, parallel numerical derivatives and more.

7K 317 51
Evolutionary-Intelligence
pypop7

[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants (from evolutionary computation, swarm intelligence, statistics, operations research, machine learning, mathematical optimization, meta-heuristics, auto-control etc.). [https://jmlr.org/papers/v25/23-0386.html]

7K 284 42
ralna
galahad-optrove

A library of modern Fortran modules for nonlinear optimization

5K 174 18
optimagic-dev
estimagic

optimagic is a Python package for numerical optimization. It is a unified interface to optimizers from SciPy, NlOpt and other packages. optimagic's minimize function works just like SciPy's, so you don't have to adjust your code. You simply get more optimizers for free. On top you get diagnostic tools, parallel numerical derivatives and more.

2K 317 51
google
tf-quant-finance

High-performance TensorFlow library for quantitative finance.

1K 5K 679
cvxpy
tyba-cvxpy

A domain-specific language for modeling convex optimization problems in Python.

1K 6K 1K
inikishev
torchzero

Modular optimization library for PyTorch (work-in-progress).

1K 14 0
lindonroberts
trustregion

Python trust-region subproblem solvers for nonlinear optimization

1K 30 3
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