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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…
Feb 24, 2026
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…
Feb 24, 2026
Miguel Diaz

Welcome To My Blog

news
This is the first test post for my blog. Welcome!
Oct 22, 2025
Miguel Diaz

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…
Jun 19, 2021
Miguel Alexander Chitiva Diaz
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2025, The Overfitting Club by Miguel Diaz