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Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores
Universal Permissive License v1.0
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Pandas deprecation error #9

Closed mirix closed 2 years ago

mirix commented 2 years ago

I have installed Macest in an ad hoc Anaconda environment to make sure all the requirements meet the exact version required. This includes pandas==1.0.3

However, I am not able to make it work with Pandas dataframes due to a deprecation error:

File "test_macest.py", line 48, in macest_model.fit(X_cal, y_cal) File "/home/mirix/anaconda3/envs/macest/lib/python3.8/site-packages/macest/classification/models.py", line 397, in fit train_helper.fit(optimiser_args=optimiser_args) File "/home/mirix/anaconda3/envs/macest/lib/python3.8/site-packages/macest/classification/models.py", line 625, in fit point_preds[conflicts] == self.y_cal[conflicts] File "/home/mirix/anaconda3/envs/macest/lib/python3.8/site-packages/pandas/core/series.py", line 910, in getitem return self._get_with(key) File "/home/mirix/anaconda3/envs/macest/lib/python3.8/site-packages/pandas/core/series.py", line 943, in _get_with return self.loc[key] File "/home/mirix/anaconda3/envs/macest/lib/python3.8/site-packages/pandas/core/indexing.py", line 1768, in getitem return self._getitem_axis(maybe_callable, axis=axis) File "/home/mirix/anaconda3/envs/macest/lib/python3.8/site-packages/pandas/core/indexing.py", line 1954, in _getitem_axis return self._getitem_iterable(key, axis=axis) File "/home/mirix/anaconda3/envs/macest/lib/python3.8/site-packages/pandas/core/indexing.py", line 1595, in _getitem_iterable keyarr, indexer = self._get_listlike_indexer(key, axis, raise_missing=False) File "/home/mirix/anaconda3/envs/macest/lib/python3.8/site-packages/pandas/core/indexing.py", line 1552, in _get_listlike_indexer self._validate_read_indexer( File "/home/mirix/anaconda3/envs/macest/lib/python3.8/site-packages/pandas/core/indexing.py", line 1654, in _validate_read_indexer raise KeyError( KeyError: 'Passing list-likes to .loc or [] with any missing labels is no longer supported, see https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#deprecate-loc-reindex-listlike'

mirix commented 2 years ago

It works if the dataframes are converted to numpy arrays.