OMLT
snl-quest
OMLT | snl-quest | |
---|---|---|
2 | 1 | |
247 | 125 | |
2.8% | 8.8% | |
8.1 | 9.5 | |
6 days ago | 6 days ago | |
Python | Python | |
GNU General Public License v3.0 or later | 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.
OMLT
-
Machine learning & operations research
OMLT does this conversion for you, both for neural network and gradient boosting ML-models :)
snl-quest
-
[request] Historical energy prices of USA
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?
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