source-separation / tutorial

Tutorial covering Open Source tools for Source Separation.
https://source-separation.github.io/tutorial
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LeakyRelu typo on page /approaches/deep/building_blocks.html #17

Closed boazcogan closed 3 years ago

boazcogan commented 3 years ago

The description of the leaky ReLU section doesn't match the image. current wording:

The Leaky ReLU is similar to the regular ReLU, but instead of the output being 0.0 below 𝑥=0.0 it is ever so slightly above 0.0

This suggest that the output of the function is always positive, maybe instead the wording can be something along the lines of:

The Leaky ReLU is similar to the regular ReLU, but instead of the output being 0.0 below 𝑥=0.0 it is weighted with some small value, typically 0.01x.