Alireza AmouzadHow to get state-of-the-art result on graph classification with GNN?In this story, my objective revolves around the classification of graphs using graph neural networks (GNNs). To embark on this journey, I…12 min read·May 6, 2024----
Alireza AmouzadClassic Machine Learning: Part 4/4 Clustering on text datasetIn this story, my objective is to efficiently cluster a text dataset into its respective classes and evaluate the efficacy of these…14 min read·Apr 29, 2024----
Alireza AmouzadClassic Machine Learning: Part 3/4 Classification on image datasetIn this story, the aim is to deploy classical classification models on the CIFAR-10 image dataset, leveraging features extracted by a…12 min read·Apr 28, 2024----
Alireza AmouzadClassic Machine Learning: Part 2/4 RegressionIn this story, I aim to predict one column of a numerical dataset based on other columns. To achieve this goal, I have utilized a dataset…14 min read·Apr 24, 2024----
Alireza AmouzadClassic Machine Learning: Part 1/4 Regression, Classification and Clustering, which one do you need?In this series of stories, I want to talk about three basic but super important stuff in machine learning.4 min read·Apr 24, 2024----