Jupyter Tutorial - Read the Docs

Jupyter Tutorial

Release 0.9.0 Veit Schiele

Feb 21, 2023

CONTENTS

1 Status

3

2 Follow us

5

3 Pull-Requests

7

3.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7

3.2 First steps . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8

3.3 Workspace . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19

3.4 Read, persist and provide data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 253

3.5 Data cleansing and validation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 368

3.6 Visualise data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 436

3.7 Parameterisation and scheduling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 436

3.8 Testing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 438

3.9 Performance . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 449

3.10 Create a product . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 503

3.11 Create web applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 686

3.12 Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 772

Index

773

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Jupyter Tutorial, Release 0.9.0

Jupyter notebooks are growing in popularity with data scientists and have become the de facto standard for rapid prototyping and exploratory analysis. They inspire experiments and innovations enormously and as well they make the entire research process faster and more reliable. In addition, many additional components are created that expand the original limits of their use and enable new uses. :

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