OMLT VS snl-quest

Compare OMLT vs snl-quest and see what are their differences.

OMLT

Represent trained machine learning models as Pyomo optimization formulations (by cog-imperial)
Optimization Python neural-network gradient-boosted-trees Cnn modeling-language mathematical-programming mathematical-modelling nonlinear-programming mixed-integer-programming relu Onnx keras-neural-networks pyomo mixed-integer-optimization nonlinear-optimization
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snl-quest

An open source, Python-based software platform for energy storage simulation and analysis developed by Sandia National Laboratories. (by sandialabs)
energy-storage pyomo Kivy sandia-national-laboratories Optimization Python scr-2333
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OMLT snl-quest
2 1
247 125
2.8% 8.8%
8.1 9.5
5 days ago 14 days ago
Python Python
GNU General Public License v3.0 or later GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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OMLT

Posts with mentions or reviews of OMLT. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-24.

snl-quest

Posts with mentions or reviews of snl-quest. We have used some of these posts to build our list of alternatives and similar projects.
  • [request] Historical energy prices of USA
    1 project | /r/energy | 1 Feb 2022
    Thanks to all who commented. To anyone looking for the same data, Energy Exemplar seems to have the most complete database of all the options provided here, unfortunately it requires a license. I found this open-source alternative, https://github.com/snl-quest/snl-quest . I am still trying to get it to run smoothly, but it seems to have all the necessary information.

What are some alternatives?

When comparing OMLT and snl-quest you can also consider the following projects:

JuMP.jl - Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

PyPSA - PyPSA: Python for Power System Analysis

pyomo - An object-oriented algebraic modeling language in Python for structured optimization problems.

8QueensGenetic - Optimizing the 8 Queens Puzzle using the Genetic Algorithm (PyGAD).

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.

dnn_from_scratch - A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).

pybobyqa - Python-based Derivative-Free Optimization with Bound Constraints

sdk.py - Python optimization SDK

OMLT vs JuMP.jl snl-quest vs PyPSA OMLT vs pyomo snl-quest vs 8QueensGenetic OMLT vs fxpmath OMLT vs prima OMLT vs dnn_from_scratch OMLT vs pybobyqa OMLT vs sdk.py