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gallantlab / himalaya

Multiple-target linear models - CPU/GPU
https://gallantlab.github.io/himalaya
BSD 3-Clause "New" or "Revised" License
78 stars 13 forks source link

`ColumnKernelizer` failed with sklearn 1.5 #59

Closed yuerout closed 3 months ago

yuerout commented 3 months ago 
---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
Cell In[20], [line 1](vscode-notebook-cell:?execution_count=20&line=1)
----> [1](vscode-notebook-cell:?execution_count=20&line=1) pipeline.fit(X_train, Y_train[:, mask])
      [3](vscode-notebook-cell:?execution_count=20&line=3) scores_mask = pipeline.score(X_test, Y_test[:, mask])
      [4](vscode-notebook-cell:?execution_count=20&line=4) scores_mask = backend.to_numpy(scores_mask)

File ~/anaconda3/envs/book5/lib/python3.9/site-packages/sklearn/compose/_column_transformer.py:565, in ColumnTransformer._get_remainder_cols(self, indices)
    [563](https://vscode-remote+ssh-002dremote-002bwodediannao.vscode-resource.vscode-cdn.net/home/jlg/yuerou/voxel-book/tutorials/notebooks/shortclips/~/anaconda3/envs/book5/lib/python3.9/site-packages/sklearn/compose/_column_transformer.py:563) def _get_remainder_cols(self, indices):
    [564](https://vscode-remote+ssh-002dremote-002bwodediannao.vscode-resource.vscode-cdn.net/home/jlg/yuerou/voxel-book/tutorials/notebooks/shortclips/~/anaconda3/envs/book5/lib/python3.9/site-packages/sklearn/compose/_column_transformer.py:564)     dtype = self._get_remainder_cols_dtype()
--> [565](https://vscode-remote+ssh-002dremote-002bwodediannao.vscode-resource.vscode-cdn.net/home/jlg/yuerou/voxel-book/tutorials/notebooks/shortclips/~/anaconda3/envs/book5/lib/python3.9/site-packages/sklearn/compose/_column_transformer.py:565)     if self.force_int_remainder_cols and dtype != "int":
    [566](https://vscode-remote+ssh-002dremote-002bwodediannao.vscode-resource.vscode-cdn.net/home/jlg/yuerou/voxel-book/tutorials/notebooks/shortclips/~/anaconda3/envs/book5/lib/python3.9/site-packages/sklearn/compose/_column_transformer.py:566)         return _RemainderColsList(indices, future_dtype=dtype)
    [567](https://vscode-remote+ssh-002dremote-002bwodediannao.vscode-resource.vscode-cdn.net/home/jlg/yuerou/voxel-book/tutorials/notebooks/shortclips/~/anaconda3/envs/book5/lib/python3.9/site-packages/sklearn/compose/_column_transformer.py:567)     if dtype == "str":

AttributeError: 'ColumnKernelizer' object has no attribute 'force_int_remainder_cols'