Few shot learning with Triplet Loss

This video is a sample of the materials covered in our Deep Learning (II) module. In it you can see an established technique for solving...

Training an RNN with teacher forcing

Teacher forcing is a (really simple) way of #training an #rnn (a recurrent neural network) . RNNs have a variable length input and this...

Replicating a famous GIF

There is this chart from Alec Radford that became quite famous for showing a comparative run between different optimisers. Let’s try...

Machine Learning Tools

This is an opinionated presentation where I talk about what are the beginner tools that you need to know, when you want to start doing...

On Cross Entropy

This post tries to implement it in pure python to better understand it’s inner workings and then compare it to other popular...