tsne

#!/bin/bash

if [ -z "$1" ]
then
    echo "Usage: ./tsne [path]"
    exit 1
fi

game_name=$(basename "$1")

if [ ! -f "states/${game_name}.npy" ]
then
    echo "States have not been generated for game ${game_name}"
    exit 1
fi

if [ ! -f "states/${game_name}.jpg" ]
then
    echo "Generating sprite for game ${game_name}..."
    ./to_sprite.py states/${game_name}.npy
    echo "Done!"
fi

if [ ! -f "${1}features.tsv" -o ! -f "${1}actions.tsv" ]
then
    echo "The features have not been converted to tab format. Converting..."
    ./to_tab.py "$1"
    echo "Done!"
fi

cat <<EOF > projector_config.pbtxt
embeddings {
    tensor_path: "${1}features.tsv"
    metadata_path: "${1}actions.tsv"
    sprite {
        image_path: "states/${game_name}.jpg"
        single_image_dim: 84
        single_image_dim: 84
    }
}
EOF

(sleep 2 && brave-browser http://localhost:6006/\#projector) &
tensorboard --logdir .