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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Meet Pandas: loc, iloc, at & iat

April 27, 2020  |  2 min read

Have you ever confused Pandas methods `loc`, `at`, and `iloc` with each other? It's no more confusing when you have this table in mind.

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Recent Advances in Representation Learning

April 20, 2020  |  4 min read

"Representation" is a way AIs understand the world. This post is a short introduction to the representation learning in the "deep learning era."

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本郷グルメマップ(後編)

March 31, 2020  |  5 min read

東京・本郷で気軽に行ける美味しいお店を紹介します。後編は辛いものを主に取り扱う16軒です。

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本郷グルメマップ(前編)

March 28, 2020  |  5 min read

東京・本郷で気軽に行ける美味しいお店を紹介します。前編は辛いものを除く21軒です。

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PageRank Explained: Theory, Algorithm, and Some Experiments

March 12, 2020  |  9 min read

How does Google's PageRank work? Its theory and algorithm are explained, followed by numerical experiments.

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Downsizing StyleGAN2 for Training on a Single GPU

March 04, 2020  |  3 min read

Want to generate realistic images with a single GPU? This post demonstrates how to downsize StyleGAN2 with slight performance degradation.

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Evaluating Academic Papers by PageRank

February 28, 2020  |  3 min read

Citation counts shouldn't be the only measurement of the impact of academic papers. I applied Google's PageRank to evaluating academic papers's importance.

Shion Honda

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