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@thibautjombart thibautjombart released this 10 Jun 15:21
· 134 commits to master since this release
0.1.0
90a3a7b

version 0.1.0 (10 June 2020)

This is the first release of the package, after renaming from a temporary name
epichange. Some elements of the API may change, but core functionalities are
available and documented.

Main features

  • asmodee: implements the Automatic Selection of Models and Outlier DEtection
    for Epidemics

  • evaluate_models: a function to compare different models using
    cross-validation or goodness-of-fit criteria

  • select_model: a function to select the
    best-fitting/best-predicting model from a range of user-specified
    models

  • detect_changepoint: a function to detect the points at which
    recent data deviate from previous temporal trends using a fitted
    model and data

  • detect_outliers: a function to identify outliers using a fitted
    model and data

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