https://github.com/synthesized-io/synthesized-notebooks

Discover the art of enhancing your data using generative modelling in these notebooks.
https://github.com/synthesized-io/synthesized-notebooks

data-privacy data-science generative-modelling notebooks synthetic-data

Last synced: 4 days ago
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Discover the art of enhancing your data using generative modelling in these notebooks.

• Host: GitHub
• URL: https://github.com/synthesized-io/synthesized-notebooks
• Owner: synthesized-io
• License: other
• Created: 2021-06-30T08:38:48.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2022-07-08T02:33:02.000Z (almost 3 years ago)
• Last Synced: 2023-03-06T02:32:57.555Z (over 2 years ago)
• Topics: data-privacy, data-science, generative-modelling, notebooks, synthetic-data
• Language: Jupyter Notebook
• Homepage:
• Size: 7.96 MB
• Stars: 7
• Watchers: 6
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: license.md

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README

        
# Synthesized Notebooks

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/synthesized-io/synthesized-notebooks/blob/master/synthesized-sdk.ipynb)

[![Docs](https://img.shields.io/badge/docs-v1.4-blue)](https://docs.synthesized.io/v1.4/)

[![Chat on Slack](https://img.shields.io/badge/chat-on%20Slack-yellow)](https://join.slack.com/t/synthesizeddataops/shared_invite/zt-st66tojm-Ghfqxd2CrAfe1MEaI8AyDg)

This repository contains a variety of notebooks to show-case the Synthesized SDK capabilities.

### Creating a General-Purpose Generative Model for Structured Data

Apply the Synthesized SDK to automatically create a generative model for any datasets to bootstrap data where the density of data is low, automatically reshape data as you like, and even anonymise data for repurposing.

https://colab.research.google.com/github/synthesized-io/synthesized-notebooks/blob/master/synthesized-sdk.ipynb