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monte-flora
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scikit-explain
A user-friendly python package for computing and plotting machine learning explainability output.
MIT License
30
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4
forks
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shap IndexError for convert_name
#70
monte-flora
opened
2 months ago
0
adding import errors for shap dependency failures
#69
monte-flora
closed
2 months ago
0
Numpy Issues and SHAP dependency
#68
monte-flora
opened
2 months ago
1
addressing issue #66
#67
monte-flora
closed
1 year ago
0
Numpy Deprecation and Attribute Error
#66
monte-flora
closed
1 year ago
0
Automatically uploading to PyPI when pushing a new tag.
#65
monte-flora
opened
1 year ago
0
Fixed the H-statistic computation; also updatedit to be computed with…
#64
monte-flora
closed
1 year ago
0
Error when importing skexplain with joblib 1.3.0
#63
DManowitz
closed
1 year ago
2
updating tests to address issue #60
#62
monte-flora
closed
1 year ago
0
updating models to address CI issues
#61
monte-flora
closed
1 year ago
0
CI failing due to scikit-learn version and the built-in models
#60
monte-flora
closed
1 year ago
2
addressing issue #57; adding plot flex for the 2D ALE/PD; also add tests
#59
monte-flora
closed
1 year ago
0
several updates; including addressing issue #57
#58
monte-flora
closed
1 year ago
0
Using on our own matplotlib Axes object for "plot_importance"
#57
mammadha
closed
1 year ago
8
Dear author, I do not want to show these point, what should i do? Thank you!
#56
1209098482
closed
1 year ago
2
CI failing due to SHAP dependency
#55
monte-flora
closed
1 year ago
3
I do not want to show "(a)" in figure, what should i do?
#54
1209098482
closed
1 year ago
4
compute_interaction_strength throw IndexError if there is missing indexes in dataframe
#53
EtienneRobert
closed
1 year ago
1
Add Sobol Indices
#52
monte-flora
closed
1 year ago
1
New docs
#51
monte-flora
closed
1 year ago
0
New multiclass
#50
monte-flora
closed
1 year ago
0
Multiclass
#49
coreypotvin
closed
1 year ago
0
Typo in common/multiprocessing_utils.py line 156
#48
jvpeetz
closed
2 years ago
3
fixing ci issue with shap plotting
#47
monte-flora
closed
2 years ago
0
updates
#46
monte-flora
closed
2 years ago
0
addressing CI issues
#45
monte-flora
closed
2 years ago
0
addressing CI issues with lime
#44
monte-flora
closed
2 years ago
0
minor changes
#43
monte-flora
closed
2 years ago
0
Adding the package `bayeshist`
#42
monte-flora
closed
1 year ago
1
adding faster LIME
#41
monte-flora
closed
2 years ago
0
update attr notebook
#40
monte-flora
closed
2 years ago
0
Add attributions
#39
monte-flora
closed
2 years ago
0
adding pd variance
#38
monte-flora
closed
2 years ago
0
updating the multiprocessing
#37
monte-flora
closed
2 years ago
0
minor changes
#36
monte-flora
closed
2 years ago
0
Progress bar for parallelization
#35
monte-flora
closed
2 years ago
1
Partial dependence tutorial `plot_importance()` for `hstat_results` not working
#34
jvpeetz
closed
2 years ago
2
Pickle file `tutorial_data/multipass_importance_naupdc.nc` not readable?
#33
jvpeetz
closed
1 year ago
6
multiprocessing for MSE
#32
oleled
opened
2 years ago
0
updating nbs; fix lime issue
#31
monte-flora
closed
2 years ago
0
Adding multiclass functionality
#30
monte-flora
closed
1 year ago
1
attempting to fix readthedoc issues
#29
monte-flora
closed
2 years ago
0
Updating the readthedocs
#28
monte-flora
closed
2 years ago
0
new check_is_fitted func
#27
monte-flora
closed
2 years ago
0
updating plotting
#26
monte-flora
closed
2 years ago
0
updating readthedocs
#25
monte-flora
closed
2 years ago
0
Minor: Update link in README.md
#24
swxrob
closed
2 years ago
1
Issue with sklearn models that have decision_function
#23
monte-flora
closed
2 years ago
1
is_str in calc_permutation_importance
#22
coreypotvin
closed
2 years ago
1
explainer.save
#21
coreypotvin
closed
2 years ago
1
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