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SPS Mirror Descent

1. Install requirements

pip install -r requirements.txt

2. Train and Validate

python trainval.py -e mushrooms -sb ../results -d ../results -r 1

Argument Descriptions:

-e  [Experiment group to run like 'mushrooms' (the rest of the experiment groups are in exp_configs/sps_exps.py)] 
-sb [Directory where the experiments are saved]
-r  [Flag for whether to reset the experiments]
-d  [Directory where the datasets are aved]

3. Visualize the Results

Follow these steps to visualize plots. Open results.ipynb, run the first cell to get a dashboard like in the gif below, click on the "plots" tab, then click on "Display plots". Parameters of the plots can be adjusted in the dashboard for custom visualizations.

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