d2l-ai / d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
https://D2L.ai
Other
22.45k stars 4.19k forks source link

why-conv chapter update #2611

Open kumgleb opened 1 week ago

kumgleb commented 1 week ago

Description of changes:

In the original version, the terms translation invariance and equivariance were used interchangeably and with a few inconsistencies (for example, describing convolution as a translation-invariant operation). In this PR, both terms are described separately and supported with examples, with the rest of the text updated accordingly.

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.