a blog about what's cool to me
Keras offers a large amount of flexibility to its dense layers. In this more advanced post, I’ll illustrate this and rationalise why it happens. If you are unfamiliar with shapes or the way Keras handles them, my posts Shapes – an introduction and A closer look at shapes might help. Let’s dive right in with […]
on the flexibility of dense layers in Keras Read More »
Understanding shapes is an integral part of demystifying how data gets passed around in your model. If you are unfamiliar with shapes, reading my previous post, Shapes – an introduction, might help. In this post, I’ll explore how Tensorflow expects to receive data, and hopefully provide a better intuition for how to conceptualise your data
A closer look at shapes Read More »
We’ve all had Tensorflow complain about some shapes at some point when starting out. In this first post, I’ll make shapes more intuitive by going into what shapes are, which data structures have a shape, and put everything into words. The shape of an n-dimensional array shows its dimensions. A scalar has shape () since
Shapes – an introduction Read More »