Master data science in 2025. Complete guide to machine learning, big data analytics, Python programming, statistical modeling ...

Describe the bug SubLOF fails if numpy arrays are used as input instead of DataFrames. To Reproduce from sktime.detection.lof import SubLOF import numpy as np data = np.array([0, 0.5, 2, 0.1, 0, 0, ...

When using np.percentile or np.nanpercentile on a large float16 array from real data (≈9 million elements), I get: ValueError: kth(=-9223372036845518721) out of bounds (9257087) This happens even for ...