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JayMan91 / NeurIPSIntopt

Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.
MIT License
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MultilayerRegression model #1

Open pminervini opened 3 years ago

pminervini commented 3 years ago

Hello, great work!

One question - the MultilayerRegression model, defined here: https://github.com/JayMan91/NeurIPSIntopt/blob/c963927a3e40934312ddfdf400f10eb506acc7dc/Interior/intopt_energy_mlp.py#L34 is defined as a sequence of linear layers without any non-linearity, and thus it is still a linear model.

Can you confirm that's correct, and that is the model you used for producing the results in your paper?

JayMan91 commented 3 years ago

Thank you very much. For this experiment, I used linear model. I did experiment with nonlinearity but linear model performs the best.