Weekly Article News #31

The recommended articles the author has read this week.
This letter is posted every Monday.

On writing clean Jupyter notebooks

Jupyter Notebook is an excellent tool for developers. However, there are some differences from the scripting method, so there are things you should know. This article introduces valuable things.

Introducing Snapshot Testing for Jupyter Notebooks

The wonderful OSS, nbsnashot, is a tool for testing a Jupyter Notebook. In the script style, we make test code, however, it is difficult in the notebook style. This OSS makes it possible and easy!

Weekly Article News #30

The recommended articles the author has read this week.
This letter is posted every Monday.

DeepSpeed

Excellent library, developed by Microsoft, for optimization of deep learning training and inference.

Top Explainable AI (XAI) Python Frameworks in 2022

XAI, Explainable AI, is one of the recent hot topics. In this article, 6 popular OSS have been introduced, i.e., SHAP, LIME, Shapash, ELI5, InterpretML, OmniXAI.