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openvinotoolkit / openvino_xai

OpenVINO™ Explainable AI (XAI) Toolkit: Visual Explanation for OpenVINO Models
https://openvinotoolkit.github.io/openvino_xai/
Apache License 2.0
29 stars 9 forks source link

Support AISE #49

Closed negvet closed 4 months ago

negvet commented 4 months ago

Support AISE: Adaptive Input Sampling for Explanation of Black-box Models

Preset for black-box methods Explanation now can take as input a dictionary as well

codecov[bot] commented 4 months ago

Codecov Report

Attention: Patch coverage is 94.27083% with 11 lines in your changes missing coverage. Please review.

Project coverage is 91.59%. Comparing base (b1fd326) to head (fb418c6).

Files Patch % Lines
openvino_xai/methods/black_box/aise.py 96.63% 4 Missing :warning:
openvino_xai/explainer/explanation.py 76.92% 3 Missing :warning:
openvino_xai/common/utils.py 93.10% 2 Missing :warning:
openvino_xai/methods/factory.py 75.00% 2 Missing :warning:
Additional details and impacted files ```diff @@ Coverage Diff @@ ## develop #49 +/- ## =========================================== + Coverage 91.02% 91.59% +0.56% =========================================== Files 18 19 +1 Lines 1070 1213 +143 =========================================== + Hits 974 1111 +137 - Misses 96 102 +6 ``` | [Flag](https://app.codecov.io/gh/openvinotoolkit/openvino_xai/pull/49/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=openvinotoolkit) | Coverage Δ | | |---|---|---| | [dev-py310](https://app.codecov.io/gh/openvinotoolkit/openvino_xai/pull/49/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=openvinotoolkit) | `91.59% <94.27%> (+0.56%)` | :arrow_up: | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=openvinotoolkit#carryforward-flags-in-the-pull-request-comment) to find out more.

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