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While I agree this name can be misleading, directly renaming it might break too much backward compatibility. One possible workaround is to add an alias of the class MoleculeDFDataset.
MoleculeCSVDataset takes as input a pandas DataFrame. It would be more appropriate to rename it MoleculeDataFrameDataset
dgl-lifesci/python/dgllife/data/csv_dataset.py
Line 22 in a6f4596
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