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Add support for additional column plotting #97

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Merged
brandonwillard merged 2 commits into from
Nov 9, 2021
Merged

Add support for additional column plotting #97

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1c46bd0
Apply split_ts_kwargs to time series histogram plotting
fanshi118 Nov 5, 2021
0ed4353
Add support for additional columns plotting
fanshi118 Oct 25, 2021
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28 changes: 20 additions & 8 deletions examples/datashader_example.ipynb
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14 changes: 9 additions & 5 deletions pymc3_hmm/utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -479,6 +479,7 @@ def plot_split_timeseries_histograms(
plot_data[sample_col],
axes_split_data=axes_split_data,
plot_fn=plot_timeseries_histograms,
**split_ts_kwargs,
)

return axes_split_data
Expand All @@ -487,7 +488,7 @@ def plot_split_timeseries_histograms(
def plot_ts_histograms(
axes: Axes,
data: pd.DataFrame,
sample_col: Optional[Text] = "Y_t",
sample_col: Text,
N_obs: Optional[int] = None,
**canvas_kwargs,
) -> Axes: # pragma: no cover
Expand Down Expand Up @@ -543,8 +544,9 @@ def plot_ts_histograms(


def plot_split_ts_histograms(
plot_data: pd.DataFrame,
observed_data: pd.Series,
sample_data: pd.DataFrame,
sample_col: Text,
nonsample_data: Union[pd.Series, pd.DataFrame],
plot_fn: Callable,
**split_ts_kwargs,
): # pragma: no cover
Expand All @@ -567,13 +569,15 @@ def plot_split_ts_histograms(

"""
axes_split_data = plot_split_timeseries(
observed_data, plot_fn=plot_fn, **split_ts_kwargs
nonsample_data, plot_fn=plot_fn, **split_ts_kwargs
)

_ = plot_split_timeseries(
plot_data,
sample_data,
axes_split_data=axes_split_data,
plot_fn=plot_ts_histograms,
sample_col=sample_col,
**split_ts_kwargs,
)

return axes_split_data