added AI model

1 files changed, 26 insertions, 0 deletions

diff --git a/app/lstm_chem/utils/config.py b/app/lstm_chem/utils/config.py
new file mode 100755
index 0000000..fff7359
--- /dev/null
+++ b/app/lstm_chem/utils/config.py
@@ -0,0 +1,26 @@
+import os
+import time
+import json
+from bunch import Bunch
+
+
+def get_config_from_json(json_file):
+    with open(json_file, 'r') as config_file:
+        config_dict = json.load(config_file)
+    config = Bunch(config_dict)
+    return config
+
+
+def process_config(json_file):
+    config = get_config_from_json(json_file)
+    config.config_file = json_file
+    config.exp_dir = os.path.join(
+        'experiments', time.strftime('%Y-%m-%d/', time.localtime()),
+        config.exp_name)
+    config.tensorboard_log_dir = os.path.join(
+        'experiments', time.strftime('%Y-%m-%d/', time.localtime()),
+        config.exp_name, 'logs/')
+    config.checkpoint_dir = os.path.join(
+        'experiments', time.strftime('%Y-%m-%d/', time.localtime()),
+        config.exp_name, 'checkpoints/')
+    return config