Added methods for HSIC, HSIC-based CKA calculation, Euclidean Kernel Distance - #19
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xiongshujun wants to merge 4 commits into
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Added methods for HSIC, HSIC-based CKA calculation, Euclidean Kernel Distance#19xiongshujun wants to merge 4 commits into
xiongshujun wants to merge 4 commits into
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ahwillia
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Jul 31, 2026
| X_at_Y = hsic.score(X, Y, mode = mode) | ||
| X_at_X = hsic.score(X, X, mode = mode) | ||
| Y_at_Y = hsic.score(Y, Y, mode = mode) | ||
| return X_at_Y/(X_at_X * Y_at_Y) |
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Should be a square root in the denominator right?
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Created classes EKD + HSIC in the style of CKA in separate .py files, with both biased and unbiased scoring. Added HSIC-based CKA calculation in class LinearCKA.