init and change funct

backend/disentangle_concepts.py

@@ -15,7 +15,7 @@ def get_separation_space(type_bin, annotations):
     svc = SVC(gamma='auto', kernel='linear')
     svc.fit(x_train, y_train)
     print(svc.score(x_val, y_val))
-    imp_features = np.count(np.abs(svc.coef_) > 2)
+    imp_features = len(np.abs(svc.coef_) > 2)
     return svc.coef_, imp_features
 
 def regenerate_images(model, z, decision_boundary, min_epsilon=-3, max_epsilon=3, count=11):

pages/1_Disentanglement.py

@@ -45,7 +45,7 @@ with open(concepts) as f:
 if 'image_id' not in st.session_state:
     st.session_state.image_id = 0
 if 'concept_id' not in st.session_state:
-    st.session_state.concept_id = ''
+    st.session_state.concept_id = 'abstract'
 
 # def on_change_random_input():
 #     st.session_state.image_id = st.session_state.image_id