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-rw-r--r--inversion/params.py27
1 files changed, 27 insertions, 0 deletions
diff --git a/inversion/params.py b/inversion/params.py
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+# ------------------------------------------------------------------------------
+# Util class for hyperparams.
+# ------------------------------------------------------------------------------
+
+import json
+
+class Params():
+ """Class that loads hyperparameters from a json file."""
+
+ def __init__(self, json_path):
+ self.update(json_path)
+
+ def save(self, json_path):
+ """Saves parameters to json file."""
+ with open(json_path, 'w') as f:
+ json.dump(self.__dict__, f, indent=4)
+
+ def update(self, json_path):
+ """Loads parameters from json file."""
+ with open(json_path) as f:
+ params = json.load(f)
+ self.__dict__.update(params)
+
+ @property
+ def dict(self):
+ """Gives dict-like access to Params instance."""
+ return self.__dict__