May 25, 2018

#11 – The Story in the Notebook

51 minutes

Jupyter Notebook の利用実態を調査した “The Story in the Notebook: Exploratory Data Science using a Literate Programming Tool” と “Exploration and Explanation in Computational Notebooks” を森田が紹介します。感想などはハッシュタグ #misreading か [email protected] にお寄せください。

https://misreading.chat/wp-content/uploads/2018/05/ep11.mp3

The Story in the Notebook: Exploratory Data Science using a Literate Programming Tool

Exploration and Explanation in Computational Notebooks

Good enough practices in scientific computing

The Scientific Paper Is Obsolete. Here’s What’s Next. – The Atlantic

What Is a Computational Essay?—Stephen Wolfram Blog

Project Jupyter with Jessica Forde, Yuvi Panda and Chris Holdgraf | Google Cloud Platform Podcast

Hello, Colaboratory – Colaboratory

CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers: aka “Bayesian Methods for Hackers”: An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python

Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference (Addison-Wesley Data and Analytics)

...more