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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    クリスマスの習慣

    January 12, 2022  |  2 min read

    妻と続けているクリスマスの習慣「プレゼントは本にして、残った予算で寄付をする」を紹介します。

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    A Look Back at Deep Learning in 2021 (Application)

    January 03, 2022  |  4 min read

    Let's look back at the updates in deep learning in 2021! This post covers four application projects worth checking out

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    A Look Back at Deep Learning in 2021 (Research)

    January 03, 2022  |  11 min read

    Let's look back at the updates in deep learning in 2021! This post covers eight research papers worth checking out.

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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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