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It seems that the input is systematically copied and returned. In sklearn, there is a copy boolean argument to the check_array function. This is especially useful if one of the function in transform is already returning a copy of the sample or if it does not modify the input at all.
Originally posted by @gtauzin in https://github.com/_render_node/MDIzOlB1bGxSZXF1ZXN0UmV2aWV3VGhyZWFkMjc2ODE3ODEwOnYy/pull_request_review_threads/discussion
The reason for this situation is explained in my responses #424 (comment) and #424 (comment). However, a better solution may be found.
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