![[object Object]](/static/2d0f4e01d6e61412b3e92139e5695299/e9fba/profile-pic.png)

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!

On Optimal Threshold for Maximizing F1 Score
May 15, 2021 | 9 min readThis post attempts to take a deeper look at F1 score. Do you know that, for calibrated classifiers, the optimal threshold is half the max F1? How come? Here it's explained.

コロナ禍に読みたい本
April 09, 2021 | 9 min readコロナ以前に書かれた「広義・新型コロナウイルス関連書籍」をいくつか読んだので、良かったものを紹介します。自然科学寄りの選書です。