8000 SHAP Serialization - Maskers by vivekchettiar · Pull Request #1681 · shap/shap · GitHub
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SHAP Serialization - Maskers #1681

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Merged
merged 11 commits into from
Jan 15, 2021

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vivekchettiar
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Added Serialization for Text, Image, Fixed and Fixed Composite Maskers.
Omitted Tabular Masker since that's part of another PR.
Omitted Composite Masker, as its no longer used.

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codecov bot commented Dec 21, 2020

Codecov Report

Merging #1681 (8f951eb) into master (8a45ff5) will decrease coverage by 7.26%.
The diff coverage is 32.00%.

Impacted file tree graph

@@            Coverage Diff             @@
##           master    #1681      +/-   ##
==========================================
- Coverage   48.33%   41.06%   -7.27%     
==========================================
  Files          87       86       -1     
  Lines       11987    11742     -245     
==========================================
- Hits         5794     4822     -972     
- Misses       6193     6920     +727     
Impacted Files Coverage Δ
shap/maskers/_fixed.py 43.75% <ø> (-22.92%) ⬇️
shap/maskers/_text.py 15.47% <23.80%> (-32.48%) ⬇️
shap/maskers/_image.py 13.13% <50.00%> (-5.29%) ⬇️
shap/maskers/_fixed_composite.py 27.27% <100.00%> (-28.29%) ⬇️
shap/maskers/_masker.py 46.15% <100.00%> (-46.16%) ⬇️
shap/explainers/_sampling.py 12.38% <0.00%> (-76.11%) ⬇️
shap/utils/_show_progress.py 24.13% <0.00%> (-75.87%) ⬇️
shap/explainers/_linear.py 7.58% <0.00%> (-72.99%) ⬇️
shap/explainers/_permutation.py 22.91% <0.00%> (-68.75%) ⬇️
shap/explainers/_exact.py 16.00% <0.00%> (-64.00%) ⬇️
... and 22 more

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@slundberg slundberg merged commit 54e6f0f into shap:master Jan 15, 2021
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