In the past couple of weeks, I started to use sklearn pipelines more intensively. It seemed like a good project to find out more about them and share my experiences in a blog post. So here it is: a sklearn pipeline tutorial. Why pipelines? In most machine learning projects, you…
A couple of weeks ago, I started working with survival analysis. It was fairly new to me, so I had to dig into some new methods. There was one method that captured my attention: random survival forests (RSFs). It’s one of many statistical learning techniques designed to work with right-censored…
In this blog post I explain how to create a DataGenerator with a one-hot encoder to encode your labels in the same way for every batch. Some months ago, I tried training a text generator on a huge corpus of text with an LSTM model. Basically, it’s a model that…