Added extra branch to main autoencoder for rule_based prediction

deepof_experiments.smk

@@ -102,8 +102,8 @@ rule coarse_hyperparameter_tuning:
         "--rule-based-prediction {wildcards.rulesweight} "
         "--variational True "
         "--loss {wildcards.loss} "
-        "--kl-warmup 5 "
-        "--mmd-warmup 5 "
+        "--kl-warmup 30 "
+        "--mmd-warmup 30 "
         "--encoding-size {wildcards.enc} "
         "--batch-size 256 "
         "--window-size 24 "
@@ -143,8 +143,8 @@ rule train_models:
         "--variational True "
         "--latent-reg {wildcards.latreg} "
         "--loss {wildcards.loss} "
-        "--kl-warmup 5 "
-        "--mmd-warmup 5 "
+        "--kl-warmup 30 "
+        "--mmd-warmup 30 "
         "--montecarlo-kl 10 "
         "--encoding-size {wildcards.encs} "
         "--entropy-knn {wildcards.entknn} "