/waveton

100 applications built with H2O Wave

Primary LanguagePythonApache License 2.0Apache-2.0

WaveTon

💯 Wave applications

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Mission 🚀

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 🖥️

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

✅ Structured as templates & tutorials - Choose your style
✅ 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 • 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
4 Beginner CSV Loader Load a csv file into a table

Set 02 • 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
3 Intermediate Image Annotation Annotate images for computer vision tasks

Set 03 • Analysis Apps

Set 04 • Visualization Apps

Set 05 • Modeling Apps

Set 06 • Kaggle Apps

Set 07 • Industry Apps

App Level Title Description
1 Expert Automatic Speech Recognition Speech to text in English using Wav2Vec model
2 Expert Whisper Speech to text using OpenAI's Whisper model

Set 09 • Doppelganger Apps

Set 10 • GPU Apps

App Level Title Description
1 Intermediate Stable Diffusion Generate images from prompts using Stable Diffusion model

P.S. Every application can be run independently

Contribution 🛠️

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 🙏

H2O Wave

License 📋

This project is licensed under the Apache License 2.0.