Alvaro Durán TovarHow to use the walrus operator in pythonDid you know there is an operator called walrus introduced in python 3.8? I think most people, at least data scientists, don’t know about…Jun 10, 2023Jun 10, 2023
Alvaro Durán TovarinDeep Learning made easyHow to use a custom loss with hugging faceRecently I helped a colleague at work to fix an issue to setup a custom loss when using hugging face. We couldn’t find much information…Jun 7, 20231Jun 7, 20231
Alvaro Durán TovarinDeep Learning made easyMLFlow for MLOpsRecently I have been looking for different alternatives for mlops at my job. We end up choosing mlflow and with this article I want to…Jun 4, 2021Jun 4, 2021
Alvaro Durán TovarinDeep Learning made easySparsemax: from paper to codeHere we are with another paper implementation. Veeeery slowly, but I’m on my way to implement TabNet paper. I think this will be the last…May 25, 2021May 25, 2021
Alvaro Durán TovarinDeep Learning made easyGhost BatchNorm explainedFrom paper to codeDec 17, 2020Dec 17, 2020
Alvaro Durán TovarinDeep Learning made easyGLU: Gated Linear UnitFrom paper to codeDec 3, 20201Dec 3, 20201
Alvaro Durán TovarinDeep Learning made easyList of deep learning losses for regressionMean absolute valueDec 1, 2020Dec 1, 2020
Alvaro Durán TovarinDeep Learning made easyDeep learning losses for classification & probabilitiesAn unified viewDec 1, 2020Dec 1, 2020
Alvaro Durán TovarinDeep Learning made easyDeepFactors for forecasting, architecture reviewToday I’m going to be reviewing a deep learning model architecture for forecasting.Nov 13, 2020Nov 13, 2020
Alvaro Durán TovarinDeep Learning made easyThe difference between the mean and the median.Both aims to represent the “center” of some data. A proper way to define them might be that they define the location of a distribution…Oct 12, 2020Oct 12, 2020
