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The Top 23 Python Numerical Optimization Open Source Projects

Open source projects categorized as Python Numerical Optimization
Categories > Numerical Optimization
Tf Quant Finance ⭐ 4,031
High-performance TensorFlow library for quantitative finance.
dependent packages 2total releases 30most recent commit 7 months agopypi tf-quant-finance} Downloads
Pot ⭐ 2,231
POT : Python Optimal Transport
dependent packages 64total releases 26most recent commit 20 days agopypi POT} Downloads
Mpmath ⭐ 904
Python library for arbitrary-precision floating-point arithmetic
dependent packages 385total releases 23most recent commit 23 days agopypi mpmath} Downloads
Qpsolvers ⭐ 489
Quadratic programming solvers in Python with a unified API
dependent packages 29total releases 53most recent commit 3 months agopypi qpsolvers} 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
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
Osqp Python ⭐ 95
Python interface for OSQP
dependent packages 4total releases 4most recent commit 12 days ago
Galahad ⭐ 87
A library of modern Fortran modules for nonlinear optimization
most recent commit 3 months ago
Pdfo ⭐ 81
Powell's Derivative-Free Optimization solvers.
dependent packages 14total releases 12most recent commit 3 months agopypi pdfo} Downloads
Qpswift ⭐ 80
qpSWIFT is a light-weight sparse quadratic programming solver
most recent commit a year ago
Pybobyqa ⭐ 64
Python-based Derivative-Free Optimization with Bound Constraints
dependent packages 2total releases 8most recent commit a year agopypi Py-BOBYQA} Downloads
Parmoo ⭐ 59
Python library for parallel multiobjective simulation optimization
total releases 6most recent commit 5 months ago
Liboptpy ⭐ 51
Implementation of various optimization methods
most recent commit 2 years ago
Dfols ⭐ 36
Python-based Derivative-Free Optimizer for Least-Squares
dependent packages 3total releases 10most recent commit 3 months agopypi DFO-LS} Downloads
Pygranso ⭐ 32
PyGRANSO: A PyTorch-enabled port of GRANSO with auto-differentiation
total releases 9most recent commit a year ago
Lpsolvers ⭐ 21
Linear programming solvers in Python with a unified API
dependent packages 3total releases 8most recent commit 3 months agopypi lpsolvers} Downloads
Dfogn ⭐ 20
DFO-GN: Derivative-Free Optimization using Gauss-Newton
total releases 5most recent commit a year ago
Cma Es ⭐ 18
Covariance Matrix Adaptation Evolution Strategy (CMA-ES)
total releases 6most recent commit 2 years ago
Qopt ⭐ 14
Quantum-inspired evolutionary algorithms for Optimization problems
most recent commit 3 years ago
Aether ⭐ 10
Intelligent and cost-effective bidding on cloud computing instances for bioinformatics pipelines.
most recent commit 6 years ago
Numerical Optimization Machine Learning ⭐ 9
Codes for popular numerical optimization methods and machine learning algorithms
most recent commit 4 years ago
The 10 Most Depended On Python 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 23 days agopypi mpmath} Downloads
Pot ⭐ 2,231
POT : Python Optimal Transport
dependent packages 64total releases 26latest release August 09, 2023most recent commit 20 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
Pdfo ⭐ 81
Powell's Derivative-Free Optimization solvers.
dependent packages 14total releases 12latest release November 15, 2023most recent commit 3 months agopypi pdfo} Downloads
Osqp Python ⭐ 95
Python interface for OSQP
dependent packages 4total releases 4latest release June 27, 2023most recent commit 12 days ago
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
Dfols ⭐ 36
Python-based Derivative-Free Optimizer for Least-Squares
dependent packages 3total releases 10latest release November 08, 2021most recent commit 3 months agopypi DFO-LS} Downloads
Pybobyqa ⭐ 64
Python-based Derivative-Free Optimization with Bound Constraints
dependent packages 2total releases 8latest release April 14, 2021most recent commit a year agopypi Py-BOBYQA} Downloads
Tf Quant Finance ⭐ 4,031
High-performance TensorFlow library for quantitative finance.
dependent packages 2total releases 30latest release August 19, 2022most recent commit 7 months agopypi tf-quant-finance} 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
The 10 Latest Releases In Python 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 20 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
Osqp Python ⭐ 95
Python interface for OSQP
dependent packages 4total releases 4latest release June 27, 2023most recent commit 12 days ago
Mpmath ⭐ 904
Python library for arbitrary-precision floating-point arithmetic
dependent packages 385total releases 23latest release March 07, 2023most recent commit 23 days agopypi mpmath} Downloads
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