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| -rw-r--r-- | lib/parameters.py | 4 |
1 files changed, 3 insertions, 1 deletions
diff --git a/lib/parameters.py b/lib/parameters.py index a32eb9f..ff0fdda 100644 --- a/lib/parameters.py +++ b/lib/parameters.py @@ -1306,7 +1306,9 @@ class ModelAttribute: assert not np.any(np.isnan(children)) loss.append(np.sum(children)) - if np.all(np.isinf(loss)): + if np.all(np.isinf(loss)) or np.min(loss) >= np.sum( + (np.array(data) - np.mean(data)) ** 2 + ): if ffs_feasible: # try generating a function. if it fails, model_function is a StaticFunction. ma = ModelAttribute( |