if Modeling: return Uncertainty
A Project Hub for Experiments with Probabilistic and Ensemble Modeling
Unique and Interesting Approaches towards a Better Understanding of Real-World Problem Sets
A beautiful, and somewhat mesmerizing, example of a “Spaghetti Plot” displaying the results from a 1,000 model ensemble. The results depict the outcome of randomly sampled initial conditions run through the SEIR model created for this site’s first project. See the sidebar for links to the details and code.
Latest Projects and Updates
See the Sidebar [Top Menu on mobile] for Links to the Full Projects Listed Below
COVID-19 Graph Network Simulation SEIR Model
The first annotated Python Jupyter notebook has been posted!
COVID-19 Probabilistic Ensemble Model
Multiple annotated Python Jupyter notebooks for the first COVID-19 Probabilistic Ensemble Model created and posted:
- A probility distribution discovery and creation application.
- The main ensemble model and data organization and export application.
- A data visualization and exploration application.
Testing Online Notebook Hosting Services
Exploring MyBinder.org as a host for interactive and shareable Jupyter notebooks and applications - seeking a means for exploring model results online:
Interactive Ensemble Results via MyBinder