inverse-optimization

There are 1 repository under inverse-optimization topic.

snap-stanford / le_pde
LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy
accelerate deep-learning inverse-optimization latent-space pde surrogate-models
Language:Jupyter Notebook 18
InvOpt
pedroszattoni / InvOpt
An open-source Python package to solve Inverse Optimization problems.
inverse-optimization optimization-algorithms python
Language:Python 11
alwaysbyx / e2e-DR-learning
Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.
demand-response implicit-differentiation inverse-optimization machine-learning deep-learning differentiable-programming model-identification
Language:Python 8
yingcongtan / deep_inv_opt
An Open Source Deep Learning Framework for Solving Inverse Optimization Problem
deep-learning inverse-optimization interior-point-method
Language:Jupyter Notebook 8

snap-stanford / le_pde