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Description
Overview
To maintain interface compatibility with major libraries (i.e., scikit-learn), we'll make modifications in the methods:
- To get estimated results, use
estimator.get_result()instead ofestimator.get_parameters() - Create new
estimator.get_parameters()which returns parameters used for estimation - Add underscore (_) in attribute names for estimated values
- Add estimator in TailEstimatorResult
Usage:
estimator = HillEstimator()
params = estimator.get_params() # Dictionary of parameters
estimator.fit(data)
res = estimator.get_result() #TailEstimatorResult
res.gamma_ # Estimated gamma value (with underscore)
res.estimator # Estimator used. e.g., HillEstimator(). This allows keeping track of the estimators and results in a single object.Reactions are currently unavailable
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