Meet Pandas: Converting DataFrame to CSR Matrix
March 08, 2022 | 2 min readThis post shows how to convert a DataFrame of user-item interactions to a compressed sparse row (CSR) matrix, the most common format for sparse matrices.
A Look Back at Deep Learning in 2021 (Application)
January 03, 2022 | 4 min readLet's look back at the updates in deep learning in 2021! This post covers four application projects worth checking out
A Look Back at Deep Learning in 2021 (Research)
January 03, 2022 | 11 min readLet's look back at the updates in deep learning in 2021! This post covers eight research papers worth checking out.
Awesome StyleGAN Applications
November 12, 2021 | 10 min readThe ability of StyleGAN to generate super-realistic images has been inspiring many application works. To have some sort of organized view on them, this post covers important papers with a focus on image manipulation.
Kaggle Competition Report: SETI Breakthrough Listen
August 28, 2021 | 5 min readThe Kaggle SETI competition has ended. Did kagglers succeed in finding aliens? Let's see.
How to Setup Jupyter in Pipenv / Poetry
August 11, 2021 | 2 min readIt's so easy for me to forget how to setup Jupyter in a newly created Poetry / Pipenv environment. So, here it is.
How to Kaggle with Colab Pro & Google Drive
May 31, 2021 | 4 min readThis post shows you how to set up a cheap and comfortable computing environment for Kaggle using Colab Pro and Google Drive. Happy Kaggling!