IDOBE is a curated collection of epidemiological time series focused on outbreak forecasting. IDOBE compiles from multiple data repositories spanning over a century of surveillance and across U.S. states and global locations. This repository provides
- Over 10000 outbreak timeseries corresponding to different diseases
- Tools for data preprocessing
- Scripts for extracting analytical measures to analyze outbreaks
- A suite of trained baseline forecasting models (statistical and DNN models)
- Evaluation scripts of probabilistic forecasts