Sensitivity analysis (#199)

* add the sensitivity analysis methods and example notebook
uber · Jun 24, 2020 · 75e22a4 · 75e22a4
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diff --git a/causalml/metrics/__init__.py b/causalml/metrics/__init__.py
@@ -3,3 +3,5 @@
 from .visualize import plot, plot_gain, plot_lift, plot_qini, plot_tmlegain, plot_tmleqini # noqa
 from .visualize import get_cumgain, get_cumlift, get_qini, get_tmlegain, get_tmleqini # noqa
 from .visualize import auuc_score, qini_score # noqa
+from .sensitivity import Sensitivity, SensitivityPlaceboTreatment # noqa
+from .sensitivity import SensitivityRandomCause, SensitivityRandomReplace, SensitivitySubsetData, SensitivitySelectionBias # noqa