Category: AI
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Ilya’s secret machine learning paper list
This link1 contains Ilya Sutskever’s2 curated machine learning paper list. The following tweets show the original story behind this list. I modified the sequence so that similar ones are grouped together, yet the original index with digit emojis is placed in the beginning of the paper title for your own reference, although I don’t think…
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Review of Physical Rerservoir Computing
This post is going to summarize the advanced reserach of reservoir computing based on various designs and implementations, the paper “Recent advances in physical reservoir computing: A review”1 dated in 2019 has a great summary for the research field, however it is a bit outdated, this post is going to follow the structure of the…
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A Tutorial on scikit-learn
Scikit-learn is one of the most fundamental machine learning tools. You could access its official website here. It may not as fancy as pytorch or tensorflow, but scikit-learn is a good starting point for beginners to learn about machine learning algorithms. In this tutorial, several aspects will be shown, including installation, datasets as well as…