lixiaohui
a88e8da01b
add context setting in examples due to the default mode shift in mindspore 1.3
4 years ago
unknown
30091baf09
enhance api doc
4 years ago
unknown
2b6b51bd57
clean code
fix hoc _update_best()
fix __ issues
rollback metric.py _record_explainer() add _
add docstring
fix docstrings newline
4 years ago
lixiaohui
a8975af9b8
modify examples of explainer.benchmark
5 years ago
lixiaohui
62fbbf9eb7
fix explainer doc bugs
5 years ago
lixiaohui
e82dee0fff
speed up rise
5 years ago
YuhanShi53
afe360f4e8
add skipping when return performance and fix bug for small-size ablation
5 years ago
lixiaohui
2e4b686408
refactor explain core code
5 years ago
mindspore-ci-bot
4b539980bf
!9275 Reform explain runner api
From: @ngtony
Reviewed-by:
Signed-off-by:
5 years ago
Ng Ngai Fai
7498547d8c
reform explain runner api
fix pylint problem
fix review comments
fix review comments
enhance register_saliency() checking
fix error type
fix dataset class checking
fix dataset class checking
fix dataset class checking
fix fd open mode
better naming
better naming
fix review comments
fix review comments
fix review comments
fix duplicated benchmarker classes checking
fix comment format
fix comments
5 years ago
YuhanShi53
3b4ab344b0
fix memory exceed bug in Robustness and ValueError in Occlusion.
5 years ago
lixiaohui
a8eca53596
Fixbug: modify GuidedBackprop API to make example executable
5 years ago
lixiaohui
33f75f191c
Fixbug: fix API docs bugs
5 years ago
lixiaohui
f6134bd1da
fixbug: NaiveFaithfulness NaN warning and system errors when benchmark num_labels and model output dimension does not match.
5 years ago
YuhanShi53
1c4ab31231
fix mistakes in docstring
5 years ago
YuhanShi53
61164e7d52
add feature/explainer/ClassSensitivity, Occlusion, Robustness
5 years ago
lixiaohui
2161c85d52
add rise explanation method, modify runner and faithfulness
5 years ago
lixiaohui
df94bb6562
Fix issue#123FX6: format API comments
5 years ago
lixiaohui
5ed0766a80
Fixbug: Numpy warning during correlation calculation when all zero saliency map encountered
5 years ago
lixiaohui
fbb88530cd
Fixbug: add input params validity check & fix NaN faithfulness issue
5 years ago
lixiaohui
744f094add
Add explainer to provide eXplainable AI tools.
This commit provides APIs for user to use the widely used attribution methods to explain DL models and the evaluation methods to quantify the explanations. With combination of MindInsight, the user can have a friendly visualization on their models.
5 years ago