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QuAcc
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added stats_table

This commit is contained in:
Lorenzo Volpi 2023-11-27 03:26:41 +01:00
parent c393ce4b20
commit d7cbde7522
1 changed files with 8 additions and 22 deletions
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30
qcpanel/util.py
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@ -4,30 +4,13 @@ from pathlib import Path
import panel as pn
from quacc.evaluation.comp import CE
from quacc.evaluation.report import DatasetReport
from quacc.evaluation.estimators import CE
from quacc.evaluation.report import CompReport, DatasetReport
from quacc.evaluation.stats import ttest_rel
_plot_sizing_mode = "stretch_both"
valid_plot_modes = defaultdict(
lambda: [
"delta_train",
"stdev_train",
"train_table",
"shift",
"shift_table",
"diagonal",
]
)
valid_plot_modes["avg"] = [
"delta_train",
"stdev_train",
"train_table",
"shift",
"shift_table",
"delta_test",
"stdev_test",
"test_table",
]
valid_plot_modes = defaultdict(lambda: CompReport._default_modes)
valid_plot_modes["avg"] = DatasetReport._default_dr_modes
def create_plots(
@ -60,6 +43,9 @@ def create_plots(
.mean()
)
return pn.pane.DataFrame(_data, align="center") if not _data.empty else None
case ("avg", "stats_table"):
_data = ttest_rel(dr, metric=metric, estimators=estimators)
return pn.pane.DataFrame(_data, align="center") if not _data.empty else None
case ("avg", _ as plot_mode):
_plot = dr.get_plots(
mode=mode,