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cs231n

cs231n assignment
some record, for impressive moment

batchnorm_backward_alt_derivation, assignment2

derive the batchnorm_backward_alt by hand, using an element-wise method.
There is a mistake at last step in the picture, there should be a x.shape[0] multiplying the first dout.
But the code is right.

bn

墙裂推荐的求导教程

vectorization using the above method

knn compute_distances_no_loops, assignment1

KNN