PySCIPOpt
Python interface for the SCIP Optimization Suite (by scipopt)
Bonmin
Basic Open-source Nonlinear Mixed INteger programming (by coin-or)
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| PySCIPOpt | Bonmin | |
|---|---|---|
| 5 | 1 | |
| 743 | 114 | |
| 2.7% | 1.8% | |
| 9.5 | 1.2 | |
| 7 days ago | about 1 year ago | |
| JetBrains MPS | C++ | |
| MIT License | Eclipse Public License 1.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
PySCIPOpt
Posts with mentions or reviews of PySCIPOpt.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-02-09.
- GitHub - scipopt/PySCIPOpt: Python interface for the SCIP Optimization Suite
- Python Interface for the SCIP Optimization Suite
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Rust or C/C++ to learn as a secondary language?
It’s impossible to recommend the right tool for the job, and honestly, depending on how much maths you know it might be hard to make progress, but I’d put money on a constraint solver reducing the time from hours to seconds. Can recommend this one https://github.com/scipopt/PySCIPOpt
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Python open-source solvers
I guess that pySCIP might be what you are looking for. Note that SCIP only supports linear objectives. However, since quadratic constraints are supported, you can easily use an auxiliary constraint to present the objective, e.g. min z s.t. z <= x*x.
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Error installing pyscipopt
From the docs (https://github.com/scipopt/PySCIPOpt/blob/master/INSTALL.md#installation-from-pypi)
Bonmin
Posts with mentions or reviews of Bonmin.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-06-03.
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Python open-source solvers
GLPK can only solve MILPs. And to be precise, COIN-OR isn't a solver, it's a collection of multiple projects. The only solver within COIN-OR that can solve MINLPs (mixed-integer non-linear programs) is Bonmin.
What are some alternatives?
When comparing PySCIPOpt and Bonmin you can also consider the following projects:
pyomo - An object-oriented algebraic modeling language in Python for structured optimization problems.
pulp - A python Linear Programming API
rust-ndarray - ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
gopy - gopy generates a CPython extension module from a go package.
pyimgui - Cython-based Python bindings for dear imgui
mypyc - Compile type annotated Python to fast C extensions
Cython - The most widely used Python to C compiler
ta-lib-python - Python wrapper for TA-Lib (http://ta-lib.org/).
PyO3 - Rust bindings for the Python interpreter
chatnoir-resiliparse - A robust web archive analytics toolkit