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Causal fidelity for tabular #91

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merged 3 commits into from Feb 7, 2022
Merged

Causal fidelity for tabular #91

merged 3 commits into from Feb 7, 2022

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DavidPetiteau
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Add causal fidelity metrics for tabular data

The subject of this pull request is to add causal fidelity metrics for tabular data (deletion and insertion):

Other contribution

  • Correct xplique/plots/tabular.py to avoid warnings b193084

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@lucashervier lucashervier left a comment

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I have the intuition that the "Tab" metrics could simply inherits from the "TS" metrics. Therefore, it would save a great deal of files. Do you think its doable ?

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@fel-thomas fel-thomas left a comment

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Great first PR for david! some small changes / things to check that I put in comment. Also you should fix your commits and let's go for merge ;)

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@DavidPetiteau
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that's all for the commits.

@fel-thomas
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LGTM !

@fel-thomas fel-thomas self-requested a review February 2, 2022 18:01
@fel-thomas fel-thomas merged commit d4dc3d3 into develop Feb 7, 2022
@fel-thomas fel-thomas deleted the david branch February 7, 2022 18:40
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Warning appearing while calling some tabular visualization functions Fidelity Metrics with tabular values
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