Abien Fred AgarapinTowards Data ScienceImplementing Soft Nearest Neighbor Loss in PyTorch8 min read·Nov 27, 2023----
Abien Fred AgarapinTowards Data ScienceImproving k-Means Clustering with DisentanglementAn accompanying article for the paper “Improving k-Means Clustering with Disentangled Internal Representations” by Agarap & Azcarraga…8 min read·Nov 26, 2023----
Abien Fred AgarapinTowards Data ScienceInstalling TensorFlow GPU in Ubuntu 20.04A short guide for installing TensorFlow GPU and its prerequisite packages4 min read·Jul 25, 2020--22--22
Abien Fred AgarapinPyTorchImplementing an Autoencoder in PyTorchBuilding an autoencoder model for reconstruction5 min read·Jan 26, 2020--4--4
Abien Fred AgarapHow can I trust you?An intuition and tutorial on trust score14 min read·Sep 28, 2019----
Abien Fred AgarapinTowards Data ScienceAvoiding the vanishing gradients problem using gradient noise additionAdding gradient noise improves the learning of a deep neural network.11 min read·Sep 5, 2019--1--1
Abien Fred AgarapinTowards Data ScienceImplementing an Autoencoder in TensorFlow 2.07 min read·Mar 20, 2019--2--2