#!/bin/bash

invalue="$1"

if [[ "$invalue" = "" ]]

then

for dname in spheres mnist fmnist cifar10;

do

echo "[$dname]" >> algtime.txt

cd src/evaluation/models/topoae

sh run-topoae.sh $dname

cd ../../../..

echo "[RUN-PCA INFO] PCA embedding using $dname dataset..."

python3 src/evaluation/models/pca.py --data=$dname

echo "[RUN-PCA INFO] Finished PCA embedding!"

echo "[RUN-T-SNE INFO] T-SNE embedding using $dname dataset..."

python3 src/evaluation/models/tsne.py --data=$dname

echo "[RUN-T-SNE INFO] Finished T-SNE embedding!"

echo "[RUN-UMAP INFO] UMAP embedding using $dname dataset..."

python3 src/evaluation/models/umap__.py --data=$dname

echo "[RUN-UMAP INFO] Finished UMAP embedding!"

done

else # if data name is given, run for a specific dataset

echo "[$invalue]" >> algtime.txt

cd src/evaluation/models/topoae

sh run-topoae.sh $invalue

cd ../../../..

echo "[RUN-PCA INFO] PCA embedding using $invalue dataset..."

python3 src/evaluation/models/pca.py --data=$invalue

echo "[RUN-PCA INFO] Finished PCA embedding!"

echo "[RUN-T-SNE INFO] T-SNE embedding using $invalue dataset..."

python3 src/evaluation/models/tsne.py --data=$invalue

echo "[RUN-T-SNE INFO] Finished T-SNE embedding!"

echo "[RUN-UMAP INFO] UMAP embedding using $invalue dataset..."

python3 src/evaluation/models/umap__.py --data=$invalue

echo "[RUN-UMAP INFO] Finished UMAP embedding!"

fi