sdk.py
OMLT
| sdk.py | OMLT | |
|---|---|---|
| 3 | 2 | |
| 8 | 249 | |
| - | 3.6% | |
| 7.1 | 8.1 | |
| 3 days ago | 4 days ago | |
| Python | Python | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
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.
sdk.py
-
Opvious - deploy optimization models with just a few lines of code
I’m excited to introduce opvious, a Python SDK which enables you to build, validate, and deploy optimization models!
- Show HN: Opvious, a batteries-included optimization platform
-
opvious.io - an API-first platform for deploying optimization models
If you are interested in trying it out, the best place to get started is the welcome guide which walks through an interactive end-to-end example (no account required). You can also browse all available interactive examples here or check out the Python SDK here.
OMLT
-
Machine learning & operations research
OMLT does this conversion for you, both for neural network and gradient boosting ML-models :)
What are some alternatives?
python-mip - Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs
JuMP.jl - Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
notebooks - Optimization notebooks
pyomo - An object-oriented algebraic modeling language in Python for structured optimization problems.
minizinc-python - Access to all MiniZinc functionality directly from Python
snl-quest - An open source, Python-based software platform for energy storage simulation and analysis developed by Sandia National Laboratories.
emhass - emhass: Energy Management for Home Assistant, is a Python module designed to optimize your home energy interfacing with Home Assistant.
fxpmath - A python library for fractional fixed-point (base 2) arithmetic and binary manipulation with Numpy compatibility.
prima - 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.