Issues raised in (June 7th)

[odunbar]

A Possibly incomplete list of tasks from the meeting
Bugs that need fixing/testing:

• Probabilities sum - to - one testing after DA (data assimilation) @odunbar
• Remove capacity of health service (then either remove wait list entirely or remove the reset to 'I' if on wait list) @glwagner

Imminently required features:

• Truncated EAKF to replace EAKF @jinlong83
• Learnable exogenous infection rate on user network and Master equations. @odunbar
• Decouple the DA and observations, so DA is less frequent (this will require storage of the static contact networks)
• Accuracy plot, User network size (fraction) vs number of tests. Plotting the correct classification of I and E. @agarbuno

Other features:

• Interventions, for example targeted isolations @dburov190
• Smoothing / Backwards Forwards DA @jinlong83 @dburov190
  Interesting features
• Observations - budget
• Island populations accuracy plot,

[glwagner]

Rather than removing the HealthService patient_capacity, I’m going to set the default capacity to np.inf. Some minor changes will be needed to adjust the default behavior of ContactSimulator.

I removed patient_capacity. It'd be easy to reintroduce this in the future.