Package list

Packages for linear, mixed-integer, and convex optimization

Python packages for solving linear programming (LP), mixed-integer linear programming (MIP), and convex optimization problems.

Package	Comment	Downloads/day	Recent releases ⓘ	GitHub Stars
cvxpy	A domain-specific language for disciplined convex programming that lets you express and solve convex optimization problems in natural mathematical notation.	97K	13	·
pyomo	An algebraic modeling language for large-scale linear, nonlinear, and mixed-integer optimization problems, supporting many open-source and commercial solvers.	33K	4	·
pulp	A linear and mixed-integer programming modeler that dispatches problems to solvers such as CBC, GLPK, Gurobi, and CPLEX.	118K	12	·
ortools	Google's combinatorial optimization suite covering constraint programming, vehicle routing, network flows, and linear/integer programming.	115K	3	·
scipy	The standard scientific Python library, with a rich `scipy.optimize` module covering unconstrained and constrained minimization, root finding, and curve fitting.	8.8M	10	·

statsmodelsStatistical computations and models for Python
pymcProbabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with PyTensor
gensimPython framework for fast Vector Space Modelling
pyro-pplA Python library for probabilistic modeling and inference
optreeOptimized PyTree Utilities.
sampleprojectA sample Python project
slack-boltThe Bolt Framework for Python
scikit-learnA set of python modules for machine learning and data mining
patsyA Python package for describing statistical models and for building design matrices.
pycaretPyCaret - An open source, low-code machine learning library in Python.

statsmodelsStatistical computations and models for Python
pymcProbabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with PyTensor
gensimPython framework for fast Vector Space Modelling
pyro-pplA Python library for probabilistic modeling and inference
optreeOptimized PyTree Utilities.
sampleprojectA sample Python project
slack-boltThe Bolt Framework for Python
scikit-learnA set of python modules for machine learning and data mining
patsyA Python package for describing statistical models and for building design matrices.
pycaretPyCaret - An open source, low-code machine learning library in Python.

Package	Comment	Downloads/day	Recent releases ⓘ	GitHub Stars
cvxpy	A domain-specific language for disciplined convex programming that lets you express and solve convex optimization problems in natural mathematical notation.	97K	13	2,753·
pyomo	An algebraic modeling language for large-scale linear, nonlinear, and mixed-integer optimization problems, supporting many open-source and commercial solvers.	33K	4	2,357·
pulp	A linear and mixed-integer programming modeler that dispatches problems to solvers such as CBC, GLPK, Gurobi, and CPLEX.	118K	12	2,418·
ortools	Google's combinatorial optimization suite covering constraint programming, vehicle routing, network flows, and linear/integer programming.	115K	3	13,066·
scipy	The standard scientific Python library, with a rich `scipy.optimize` module covering unconstrained and constrained minimization, root finding, and curve fitting.	8.8M	10	15,744·