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invsir's Introduction

InvSIR

Run Examples

Regression Examples

To run regression examples, first

cd PathToParentdir/InvSIR

For InvSIR examples, open InvSIR_reg.py, there are several functions included in the file. For example, to reproduce the result of example 1 setting 1, run

if __name__ == "__main__":
    example1(setting=1)

For IRM and ERM examples, just run

sh experiments/results_reg.sh

in bash.

RMNIST Examples

The results are in results_img.sh, just run

sh experiments/results_img.sh

in bash to reproduce results.

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