Experiments using transformers for industrial physical simulation using LIPS and Tensorflow. Following a couple better than state-of-the-art results, experiments are needed to find the ideal transformer architecture and to optimize hyperparameters.
Here, I will provide the training notebook and document results.
Requirements:
- Grid2Op==1.9.8
- lightsim2grid==0.7.5
- leap-net==0.0.5