pypi evidently 0.3.2
Aggregated metrics visualization

latest releases: 0.7.23, 0.7.21, 0.7.20...
3 years ago

Breaking Changes:
#601
Since this version, the following metrics will render aggregated plots instead of raw data plots:

  • ColumnDriftMetric
  • DataDriftTable
  • ColumnValuePlot
  • TextDescriptorsDriftMetric
  • ColumnSummaryMetric
  • RegressionPredictedVsActualScatter
  • RegressionPredictedVsActualPlot
  • RegressionErrorPlot
  • RegressionAbsPercentageErrorPlot
  • RegressionErrorNormality
  • RegressionTopErrorMetric
  • ClassificationClassSeparationPlot
  • ClassificationQualityByFeatureTable
  • RegressionErrorBiasTable
  • TargetByFeaturesTable

To return raw data plots use render option :

  • On a metric level:
report = Report(
	metrics=[
	RegressionPredictedVsActualScatter(options={"render": {"raw_data": True}}),
])

  • On a report level:
report = Report(
    metrics=[
      RegressionQualityMetric(),
      RegressionPredictedVsActualScatter(),
    ],
    options={"render": {"raw_data": True}}
  )

Updates:
#588
#589
#597

Fixes:
#593

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