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CovsirPhy v2.20.0
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@lisphilar lisphilar released this 16 May 12:19
2.20.0
f7000d4

Data loading and EDA

  • [New] Simplify legend in colored maps #747
  • [New] JHUData includes population values #759
  • [New] apply last date to PCRData.positive_rate() #745
  • [Fix] missing dates in global Vaccinations data & colored map plot #728
  • [Fix] [Performance] DataLoader.jhu() does I/O processing twice when we retrieve CSV file from server #760

ODE models and parameter estimation

  • [New] alternative approach of estimation: estimate tau and ODE parameters separately #718
  • [New/Revise] Show dates in accuracy graph #737
  • [Fix] incorrect preset initial values of SEWIR-F model - total is not equal to population #721
  • [Question/Docs] Constant population size dimensionless models #762
  • [Question] Theory behind ODE system solution, Optuna optimization and estimation #698

User interface for scenario analysis

  • [New] backup/restore Scenario object #741
  • [Fix] Scenario.retrospective() causes IndexError #775

Forecasting

  • [New] estimate delay period in prediction with grid search #731
  • [Fix] Days argument in forecast - doesn't correspond to the number of prediction days #715
  • [Question] Future simulation days in forecast #714
  • [New/Question] Forecast plots focus #725

Acknowledgement

@Inglezos, @rebeccadavidsson and @hannanabdul55, special thanks for your discussions and pull requests!

Related issues and pull requests:
https://github.com/lisphilar/covid19-sir/milestone/33?closed=1

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