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Pytorch Widedeep
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2a6ceaaa
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Pytorch Widedeep
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前往新版Gitcode,体验更适合开发者的 AI 搜索 >>
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2a6ceaaa
编写于
1月 08, 2023
作者:
P
Pavol Mulinka
浏览文件
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电子邮件补丁
差异文件
fixed torchmetrics test
上级
7f967740
变更
1
隐藏空白更改
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1 changed file
with
5 addition
and
1 deletion
+5
-1
tests/test_metrics/test_torchmetrics.py
tests/test_metrics/test_torchmetrics.py
+5
-1
未找到文件。
tests/test_metrics/test_torchmetrics.py
浏览文件 @
2a6ceaaa
...
@@ -34,7 +34,7 @@ y_pred_bin_pt = torch.from_numpy(y_pred_bin_np)
...
@@ -34,7 +34,7 @@ y_pred_bin_pt = torch.from_numpy(y_pred_bin_np)
(
"Precision"
,
precision_score
,
Precision
(
task
=
"binary"
)),
(
"Precision"
,
precision_score
,
Precision
(
task
=
"binary"
)),
(
"Recall"
,
recall_score
,
Recall
(
task
=
"binary"
)),
(
"Recall"
,
recall_score
,
Recall
(
task
=
"binary"
)),
(
"F1Score"
,
f1_score
,
F1Score
(
task
=
"binary"
)),
(
"F1Score"
,
f1_score
,
F1Score
(
task
=
"binary"
)),
(
"FBetaScore"
,
f2_score_bin
,
FBetaScore
(
task
=
"binary"
,
beta
=
2.0
)),
(
"FBetaScore"
,
f2_score_bin
,
FBetaScore
(
beta
=
2
)),
],
],
)
)
def
test_binary_metrics
(
metric_name
,
sklearn_metric
,
torch_metric
):
def
test_binary_metrics
(
metric_name
,
sklearn_metric
,
torch_metric
):
...
@@ -77,6 +77,10 @@ def f2_score_multi(y_true, y_pred, average):
...
@@ -77,6 +77,10 @@ def f2_score_multi(y_true, y_pred, average):
@
pytest
.
mark
.
parametrize
(
@
pytest
.
mark
.
parametrize
(
"metric_name, sklearn_metric, torch_metric"
,
"metric_name, sklearn_metric, torch_metric"
,
[
[
(
"Accuracy"
,
accuracy_score
,
Accuracy
(
task
=
"multiclass"
,
num_classes
=
3
,
average
=
"micro"
)),
(
"Precision"
,
precision_score
,
Precision
(
task
=
"multiclass"
,
num_classes
=
3
,
average
=
"macro"
)),
(
"Recall"
,
recall_score
,
Recall
(
task
=
"multiclass"
,
num_classes
=
3
,
average
=
"macro"
)),
(
"F1Score"
,
f1_score
,
F1Score
(
task
=
"multiclass"
,
num_classes
=
3
,
average
=
"macro"
)),
(
(
"Accuracy"
,
"Accuracy"
,
accuracy_score
,
accuracy_score
,
...
...
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