--- a
+++ b/plot_learning_curves.py
@@ -0,0 +1,24 @@
+import sys
+import pathfinder
+import utils
+from configuration import config, set_configuration
+from utils_plots import plot_learning_curves
+
+if len(sys.argv) < 2:
+    sys.exit("Usage: plot.py <config_dir>, <configuration_name>")
+
+config_dir = sys.argv[1]
+config_name = sys.argv[2]
+set_configuration(config_dir, config_name)
+
+# metadata
+metadata_dir = utils.get_dir_path('models', pathfinder.METADATA_PATH)
+metadata_path = utils.find_model_metadata(metadata_dir, config_name)
+
+metadata = utils.load_pkl(metadata_path)
+expid = metadata['experiment_id']
+
+analysis_dir = utils.get_dir_path('analysis', pathfinder.METADATA_PATH)
+
+plot_learning_curves(metadata['losses_eval_train'], metadata['losses_eval_valid'], expid, analysis_dir)
+