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feat: streamlit app for ydata-synthetic #236

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merged 9 commits into from
Feb 28, 2023
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fabclmnt
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@fabclmnt fabclmnt commented Feb 26, 2023

This PR revamps the streamlit example experience, to create a new app that can be used to interact with ydata-synthetic.

The first version include the following:

  • Train of Tabular data synthesizers with the exception of conditional models (CGAN and WCGANGP)
  • Generate synthetic samples from a trained model
  • Generate a data profiling for the synthetic data samples

@fabclmnt fabclmnt marked this pull request as ready for review February 26, 2023 09:05
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@ricardodcpereira ricardodcpereira left a comment

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The cache folder within the streamlit app folder was committed and pushed. Should it be removed?

src/ydata_synthetic/streamlit_app/About.py Outdated Show resolved Hide resolved
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The cache folder within the streamlit app folder was committed and pushed. Should it be removed?

Upss no. Let me remove that. Thanks!

@fabclmnt fabclmnt merged commit 1618ae1 into dev Feb 28, 2023
@fabclmnt fabclmnt deleted the feat/streamlit_interface branch February 28, 2023 19:58
aquemy added a commit that referenced this pull request Mar 1, 2023
* feat: add CTGAN model (#233)

* feat: add CTGAN model

* fix: change imports

* fix: remove gauumbel softmax dependencies (#235)

* chore: Streamlit demo app to generate synthetic dataset using ydata-synthetic on tabular data (#166)

* Add files via upload

* Delete examples/regular/ydata-synthetic-streamlit directory

* Demo app with Streamlit

* Update app.py

* Update app.py

* Update app.py

* Add files via upload

* Create app.gif

* Create README.md

* Create requirements.txt

* Update README.md

* Update README.md

* Update requirements.txt

* Update README.md

* Update README.md

* Update README.md

* feat: streamlit app for ydata-synthetic (#236)

* feat: improve example streamlit app to serve as the package interface

* chore: remove from the examples as now it is a feature

* feat: add input path to save model and save synthetic data samples

* docs: add new streamlit example and update readme

* docs: update readme with a video

* fix: udapte the setup file and readme

* fix: fix typo

* fix: remove comments

* fix: codacy code quality issues

---------

Co-authored-by: Ricardo Pereira <ricardo.dc.pereira@gmail.com>
Co-authored-by: Fabiana <30911746+fabclmnt@users.noreply.github.com>
Co-authored-by: Uppu Rajesh Kumar <73292655+rajeshai@users.noreply.github.com>
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3 participants