Posts
All the long-form articles I've posted.
llm-docsmith
Published:How I built yet another AI docstring generator.
Climbing trees 3: from trees to forests
Published:In this post, we'll explore the mathematical foundations and implementation of bagging, a popular strategy to reduce model variance, and random forests, an algorithm that uses decision trees and bagging.
Climbing trees 2: implementing decision trees
Published:Implementing classification and regression trees (CART) in Python with categorical feature support.
Climbing trees 1: what are decision trees?
Published:This is the first in a series of posts about decision trees in the context of machine learning. The goal here is to provide a foundational understanding of decision trees and to implement them.
Regression to the mean
Published:Exploring regression to the mean
Different lists
Published:Exploring the differences between lists in Go and Elixir
Como criptografar seu computador com LUKS e TPM + senha
Published:Tutorial de como criptografar um disco com LUKS, TPM + senha no Linux
Como configurar e usar um cluster de Apache Spark em sua rede local
Published:Tutorial de como transformar seu computador antigo em um servidor com Apache Spark e Apache Hadoop
Survival analysis with Cox reggression - heart failure data
Published:Last time, we used decision trees, binarization and logistic regression to predict heart failure mortality in a public dataset. Here, we'll use Cox regression to more adequately model survival data.
The power of simple models: predicting heart failure mortality
Published:We'll predict heart failure mortality using a simplified model.