Doing research with Jupyter Notebooks

Doing research with Jupyter Notebooks

Georgi Karadzhov

@G_Karadzhov

What is this all about

Writing code is not reserved for computer scientists Researchers in all fields write software daily Researchers leverage interactive computing

environments, such as Jupyter and RMarkdown In pursuit of "open science", we share our

code/data/models hoping our research can be used as a stepping stone for further advances

Yet poor quality code is a common occurrence

We share everything, yet nothing is reproducible

We strive for rapid prototyping, but sometimes we spend days finding bugs

in our code

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