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g207004202
explainable-multimodal-classification
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64bce6de
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64bce6de
authored
May 12, 2021
by
C Zhang
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@@ -76,7 +76,7 @@ python3 app.py
This repository contains the code for the following components:
-
Implementations of XAI methods
[
Lime
](
https://github.com/marcotcr/lime
)
,
[
Shap
](
https://github.com/slundberg/shap
)
,
[
Torchray
](
https://github.com/facebookresearch/TorchRay
)
extended to multimodal classification context:
**mmxai/interpretability/classification/**
-
Implementation of
image
inpainting:
**mmxai/text_removal/**
-
Implementation of
[
text
inpainting
](
mmxai/text_removal/README.md
)
:
**mmxai/text_removal/**
-
Our integrated XAI interface application:
**web_app/**
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@@ -96,11 +96,3 @@ The components above are well-separated. Future developers can easily expand thi
## Other
-
[
Web version docs page
](
https://www.mmxai.com/dos/#/about
)
# Supported XAI explainer methods
-
[
LIME
](
mmxai/interpretability/classification/lime/README.md
)
-
[
SHAP
](
mmxai/interpretability/classification/shap/README.md
)
-
[
TorchRay
](
mmxai/interpretability/classification/torchray/README.md
)
# Utility function
-
[
Text inpainting
](
mmxai/text_removal/README.md
)
\ No newline at end of file
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