Hippocampus's Garden

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。

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

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

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

Two ways to calculate color histogram: OpenCV-based and PyTorch-based.

A collection of images I asked DALL･E 2 to generate.

読書記録とともに2021年度（＝入社2年目）を雑に振り返ります。

An optimized NumPy implementation of top-k function.

食洗機のノズルが詰まったときの解決方法です。

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.