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CovsirPhy v2.16.0

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@lisphilar lisphilar released this 08 Feb 15:11

User interface

  • [New] set internal methods of Term class as private methods

Data loading

  • [New] [Visualization] Add colored map methods for Global, USA (states), China, Japan (prefectures) per variable #535
  • [New] CountryData register the total number of provinces as country level data #555
  • [Fix] data cleaning with CountryData raises ValueError with 0.0 when converting values to integers #557
  • [Fix] Sourth Korea: SubsetNotFoundError raised when subseting population/OxCGRT data #552
  • [Fix] ExampleData class is a child class of JHUData but raises AttributeError with .recovery_period #549
  • [Fix] cleaned dataset of JHUData does not include province-level number of cases in China #588

S-R trend analysis

  • [Fix] Trend analysis with Germany data fails with RuntimeError #565

Parameter estimation

  • [New] change pruner of parameter estimation for speed-up #578
  • [New] early stopping of parameter estimation iteration when RMSLE score not change #581
  • [Fix] title overlaps in accuracy figure of parameter estimation #575
  • [Fix] [Visualization] Trend plot and estimate_accuracy plot have xrange() first term set to 0 #570
  • [Fix] phase numbers of stdout are not correct in parameter estimation #583

Forecasting

  • [New] calculate delay value per country in parameters forecast #513

Acknowledgement

@Inglezos, @rebeccadavidsson, @andrybicio, special thanks for your discussions and pull requests!
Related issues and pull requests: https://github.com/lisphilar/covid19-sir/milestone/26?closed=1