An Efficient Generative Data Imputation Toolbox with Adversarial Learning

Requirements

To install requirements:

pip install -r requirements.txt

Dataset Description

All of the original datasets can refer to the links:

• Trial: https://www.kaggle.com/frtgnn/covid19-trials-tracker?select=Covid-19+TrialsTracker.csv
• Search: https://storage.googleapis.com/covid19-open-data/v3/google-search-trends.csv
• Weather: https://storage.googleapis.com/covid19-open-data/v3/weather.csv
• Surveil: https://data.cdc.gov/Case-Surveillance/COVID-19-Case-Surveillance-Public-Use-Data/vbim-akqf

Usage

• Run with "new_imputation_system.py".

Video

The million-size weather dataset and screencast video of SEMI are available at Releases (in the right side).