Re:Show HN: I wrote a minimal deep learning library from scr...
by montebicyclelo on Wednesday March 24, 2021 @09:12AM
(#26566727)
Thanks. Yes, I did. During the process of making this [1] more basic autodiff framework, I realised that it could become actually usable if the values the "Variables" contained were NumPy arrays. Then I just found myself chipping away it at.
It was worth it for me, since I found it fun to work on, learned many things, and want to continue learning in this area.
A limitation is that one only has to work out the local gradients of operations, which may or may not provide insight into the more complicated models composed of these operations.
It was worth it for me, since I found it fun to work on, learned many things, and want to continue learning in this area.
A limitation is that one only has to work out the local gradients of operations, which may or may not provide insight into the more complicated models composed of these operations.
[1] https://sidsite.com/posts/autodiff/