Hippocampus's Garden

Under the sea, in the hippocampus's garden...

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Welcome to Hippocampus's Garden, a Shion Honda's blog. I regularly write about machine learning, statistics, programming, and my hobbies.
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Awesome StyleGAN Applications

November 12, 2021  |  10 min read

The 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.

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How to Setup Jupyter in Pipenv / Poetry

August 11, 2021  |  2 min read

It's so easy for me to forget how to setup Jupyter in a newly created Poetry / Pipenv environment. So, here it is.

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How to Kaggle with Colab Pro & Google Drive

May 31, 2021  |  4 min read

This post shows you how to set up a cheap and comfortable computing environment for Kaggle using Colab Pro and Google Drive. Happy Kaggling!

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On Optimal Threshold for Maximizing F1 Score

May 15, 2021  |  9 min read

This 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.

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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。

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Stats with Python: Multiple Linear Regression

March 31, 2021  |  3 min read

This post steps forward to multiple linear regression. The method of least squares is revisited --with linear algebra.

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Stats with Python: Simple Linear Regression

March 22, 2021  |  5 min read

This post summarizes the basics of simple linear regression --method of least squares and coefficient of determination.

Shion Honda

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