Add script to optimize on generated data

scripts/synth_optim.sh

+#!/bin/sh
+# Options SBATCH:
+#SBATCH --job-name=Synthetique
+#SBATCH --cpus-per-task=8
+#SBATCH --array=1-20%9
+#SBATCH --nodelist=r9nc-24-9,r9nc-24-10,r9nc-24-11
+
+#SBATCH --mail-type=END
+#SBATCH --mail-user=pierre.lotte@irit.fr
+#SBATCH --output=output/synth-%j.out
+#SBATCH --error=output/synth-%j.err
+
+#SBATCH --partition=24CPUNodes
+
+# Traitement
+srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /projects/sig/plotte/tsg_env/bin/python ./main.py -c config/generated_config_$SLURM_ARRAY_TASK_ID.json -a kmeans health_esn deepant lstm_ad iforest lof if_lof -o synth_generated_optim -s -optim all