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Unlocking Information - Creating Synthetic Data for Open Access

This repo provides the slides and the materials for my talk at PyConDE/PyDataBerlin 2023, on Wednesday April 20th.

To watch the slides you can follow these steps.

You need to have conda and Python >= 3.10 installed

Installation

conda env create --file environment.yml
conda activate unlocking-information

Start the presentation

Just run:

streamlit run 🔓_Synthetic_Data.py

You should see the first slide with the title: Unlocking Information - Creating Synthetic Data for Open Access

Additional material

Find accompanying notebooks in the demo_notebook folder

About

Presentation material for my talk at Pycon DE 2023: Intro on synthetic tabular data including synthetic data generation, evaluation metrics and common problems of synthetic data generation projects.

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