seir.md

Compartment Models

We use SEIR based compartment models to do our modelling.

You can read more about them here and here.

Our SEIR Models

SEIRHD

You can find the model diagram here.

SEIRHD_Severity

You can find the model diagram here.

SEIRHD_Bed

You can find the model diagram here.

Code

All the for all SEIR models is implemented in models/seir. models/seir/seir_base.py implements an abstract SEIR class (which again is a child of the abstract model class in models/model.py). All SEIR implementations are children of the abstract SEIR class. All SEIR classes will have 2 public functions - __init__ and predict.

If a user wants to create a new SEIR class, please ensure that it follows the above guidelines.