Keras model now trained only on the newly given data

Author: cosmic-cortex

examples/keras_integration.py

@@ -76,10 +76,10 @@ def create_keras_model():
 # the active learning loop
 n_queries = 10
 for idx in range(n_queries):
-    query_idx, query_instance = learner.query(X_pool, n_instances=200, verbose=0)
+    query_idx, query_instance = learner.query(X_pool, n_instances=100, verbose=0)
     print(query_idx)
     learner.teach(
-        X=X_pool[query_idx], y=y_pool[query_idx],
+        X=X_pool[query_idx], y=y_pool[query_idx], only_new=True,
         verbose=1
     )
     # remove queried instance from pool