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.

    忙しい人のためのTuning Playbook

    January 26, 2023  |  11 min read

    ハイパーパラメータを決めるためのガイドである『Deep Learning Tuning Playbook』をまとめました。


    Year in Review: Deep Learning in 2022

    January 17, 2023  |  6 min read

    Uncover the top deep learning advancements of 2022. A year-in-review of key research papers and applications.


    Kaggle Competition Report: HuBMAP + HPA

    December 17, 2022  |  3 min read

    HuBMAP + HPA was a competition on image segmentation with a twist in how to split the dataset. How did winners approach this problem?


    How to Increase Shared Memory in Vertex AI Workbench

    October 01, 2022  |  2 min read

    If you want more shm in Workbench, specify shm size in the "Metadata" pane when creating a notebook.


    Meet Pandas: Converting DataFrame to CSR Matrix

    March 08, 2022  |  2 min read

    This 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.

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