The Overfitting Club

Deep learning tutorials, ML engineering insights, and practical guides on transformers, diffusion models, and edge AI.

Diffusion Transformer (DiT)

Building a Diffusion Transformer from Scratch for Image Generation

diffusion

transformer

deep-learning

generative-models

In this series we build a Diffusion Transformer (DiT) from scratch, covering every building block from the ground up. The tutorial is split into five parts that…

Miguel Alexander Chitiva Diaz

Transformer Architecture

Building the Transformer from Scratch — Attention Is All You Need

transformer

attention

deep-learning

This is the first entry in our series building a Diffusion Transformer (DiT) from scratch. We start with the core building block: the encoder side of the Transformer…

Welcome To My Blog

news

This is the first test post for my blog. Welcome!

Multivariate Regression

Prediction of the Amount of Sun Spots Using a Multivariate Time Series

time-series

tensorflow

machine-learning

In this post, we will explore how to perform multivariate regression with TensorFlow to predict sunspot activity. We’ll use a comprehensive approach that includes feature…

Miguel Alexander Chitiva Diaz