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numpy.clip does not mantain array dtype when setting min and max to int64 limits · Issue #16609 · numpy/numpy · GitHub
Numpy.clip() | Learn How does the Numpy.clip() function works?
Usage of custom defined clip instead of numpy.clip ? · Issue #84 · lmcinnes/umap · GitHub
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