Performative Prediction project - Synthetic Data

This repo is part of 236608 project at the Technion.

Installation

The following packages are required:

torch
numpy
matplotlib # for visualization
sklearn
pandas

Usage

./run_script_tran1.sh i # i is the optimizer index - 1~7

The indexes refer to the following:

1 -> RRM
2 -> RRM + ADAM (0.1)
3 -> RRM + ADAM (0.1) + lookahead
4 -> RRM + ADAM (0.1) + learned lookahead
5 -> RRM + ADAM (0.9)
6 -> RRM + ADAM (0.9) + lookahead
7 -> RRM + ADAM (0.9) + learned lookahead

License

MIT