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waveton's Introduction

WaveTon

๐Ÿ’ฏ Wave applications

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Mission ๐Ÿš€

To showcase 100 Wave applications on various data science and machine learning workstreams for beginners, intermediates as well as experts.

H2O Wave

H2O Wave is a product for building browser-based, realtime and interactive applications entirely using Python.

It empowers Data Scientists to quickly spin up beautiful dashboards as well as full-fledged web applications for demonstrating data science workflows.

Applications ๐Ÿ–ฅ๏ธ

There are a total of 100 Wave applications broadly divided into 10 sets, each with 10 applications each. It is subject to periodic updates and change.

โœ… Structured as templates & tutorials - Choose your style
โœ… Suitable for beginners, intermediates & experts - Choose your level

It is recommended to go through the sets in order for best experience, but you may explore them in any order depending on your expertise.

Set 01 โ€ข Skeleton Apps

App Level Title Description
1 Beginner Hello Wave Hello World example
2 Beginner Basic Template Building blocks to kickstart an app
3 Beginner Theme Switch Switch between light and dark modes

Set 02 โ€ข Data Apps

App Level Title Description
1 Beginner Datatable Playground Explore Python Datatable with tabular datasets
2 Intermediate NER Annotation Annotate entities for Named-Entity Recognition tasks

Set 03 โ€ข Analysis Apps

Set 04 โ€ข Visualization Apps

Set 05 โ€ข Modeling Apps

Set 06 โ€ข Kaggle Apps

Set 07 โ€ข Industry Apps

Set 08 โ€ข Deep Learning Apps

Set 09 โ€ข Doppelganger Apps

Set 10 โ€ข SOTA Apps

P.S. Every application can be run independently

Contribution ๐Ÿ› ๏ธ

Please create an Issue for any improvements, suggestions or errors in the content.

You can also tag @vopani on Twitter for any other queries or feedback.

Credits ๐Ÿ™

H2O Wave

License ๐Ÿ“‹

This project is licensed under the Apache License 2.0.

waveton's People

Contributors

vopani avatar mathanraj-sharma avatar lo5 avatar

Stargazers

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