sierra.core.stat_kernels
Kernels for the different types of statistics generated from experiments.
conf95: Generate stddev statistics plotting for 95% confidence intervals.mean: Generate mean statistics only. Applicable to line graphs and heatmaps.bw: Generate statistics for plotting box and whisker plots around data points.
- class sierra.core.stat_kernels.conf95[source]
Generate stddev statistics plotting for 95% confidence intervals.
Applicable to:
Inheritance
- __dict__ = mappingproxy({'__module__': 'sierra.core.stat_kernels', '__doc__': 'Generate stddev statistics plotting for 95% confidence intervals.\n\n Applicable to:\n\n - :class:`~sierra.core.graphs.stacked_line_graph.StackedLineGraph`\n - :class:`~sierra.core.graphs.summary_line_graph.SummaryLineGraph`\n\n ', 'from_groupby': <staticmethod object>, 'from_pm': <staticmethod object>, '__dict__': <attribute '__dict__' of 'conf95' objects>, '__weakref__': <attribute '__weakref__' of 'conf95' objects>, '__annotations__': {}})
- __doc__ = 'Generate stddev statistics plotting for 95% confidence intervals.\n\n Applicable to:\n\n - :class:`~sierra.core.graphs.stacked_line_graph.StackedLineGraph`\n - :class:`~sierra.core.graphs.summary_line_graph.SummaryLineGraph`\n\n '
- __module__ = 'sierra.core.stat_kernels'
- __weakref__
list of weak references to the object (if defined)
- static from_groupby(groupby: pandas.core.groupby.generic.DataFrameGroupBy) Dict[str, pandas.core.frame.DataFrame][source]
- static from_pm(dfs: Dict[str, pandas.core.frame.DataFrame]) Dict[str, pandas.core.frame.DataFrame][source]
- class sierra.core.stat_kernels.mean[source]
Generate mean statistics only. Applicable to line graphs and heatmaps.
Inheritance
- __dict__ = mappingproxy({'__module__': 'sierra.core.stat_kernels', '__doc__': '\n Generate mean statistics only. Applicable to line graphs and heatmaps.\n ', 'from_groupby': <staticmethod object>, 'from_pm': <staticmethod object>, '__dict__': <attribute '__dict__' of 'mean' objects>, '__weakref__': <attribute '__weakref__' of 'mean' objects>, '__annotations__': {}})
- __doc__ = '\n Generate mean statistics only. Applicable to line graphs and heatmaps.\n '
- __module__ = 'sierra.core.stat_kernels'
- __weakref__
list of weak references to the object (if defined)
- static from_groupby(groupby: pandas.core.groupby.generic.DataFrameGroupBy) Dict[str, pandas.core.frame.DataFrame][source]
- static from_pm(dfs: Dict[str, pandas.core.frame.DataFrame]) Dict[str, pandas.core.frame.DataFrame][source]
- class sierra.core.stat_kernels.bw[source]
Generate statistics for plotting box and whisker plots around data points.
Applicable to:
Inheritance
- __dict__ = mappingproxy({'__module__': 'sierra.core.stat_kernels', '__doc__': '\n Generate statistics for plotting box and whisker plots around data points.\n\n Applicable to:\n\n - :class:`~sierra.core.graphs.stacked_line_graph.StackedLineGraph`\n - :class:`~sierra.core.graphs.summary_line_graph.SummaryLineGraph`\n ', 'from_groupby': <staticmethod object>, 'from_pm': <staticmethod object>, '__dict__': <attribute '__dict__' of 'bw' objects>, '__weakref__': <attribute '__weakref__' of 'bw' objects>, '__annotations__': {}})
- __doc__ = '\n Generate statistics for plotting box and whisker plots around data points.\n\n Applicable to:\n\n - :class:`~sierra.core.graphs.stacked_line_graph.StackedLineGraph`\n - :class:`~sierra.core.graphs.summary_line_graph.SummaryLineGraph`\n '
- __module__ = 'sierra.core.stat_kernels'
- __weakref__
list of weak references to the object (if defined)
- static from_groupby(groupby: pandas.core.groupby.generic.DataFrameGroupBy) Dict[str, pandas.core.frame.DataFrame][source]