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amazon-sagemaker-clarify
Fairness Aware Machine Learning. Bias detection and mitigation for datasets and models.
Apache License 2.0
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Error in using Clarify with AWS Jumpstart image classification models
#144
zandvakiliramin
opened
1 month ago
2
fix: update license to Apache 2.0
#143
oyangz
closed
9 months ago
1
Bump up version to 0.5 for new release
#141
xgchena
closed
1 year ago
1
Fix compatibility issues with pandas 2.0
#140
xgchena
closed
1 year ago
0
chore: add support for python 3.10 in smclarify
#139
Satish615
closed
1 year ago
2
Multi-categorical confusion matrix calculation for labels not presented in predicted_labels
#138
xiaoyi-cheng
opened
1 year ago
3
Bias mitigation and fairness boosting in multi class classification use case
#137
pradeepdev-1995
closed
1 year ago
2
add basic stat metric, and model performance report
#136
xiaoyi-cheng
closed
1 year ago
0
add basic stat metric, and model performance report
#135
prkrishnan1
closed
1 year ago
0
fix: replace sklearn with scikit-learn for the python package
#134
Satish615
closed
1 year ago
0
feat: add performance metrics, confusion matrix, facet counts/proport…
#133
prkrishnan1
closed
1 year ago
0
fix: seaborn api change to fix example notebooks
#132
prkrishnan1
closed
1 year ago
0
Clarify Job Failed due to Predicted Label Column series datatype is not the same as Label Column series
#131
jessieweiyi
closed
1 year ago
2
fix: skip integration tests from devtool all
#130
Satish615
closed
2 years ago
0
fix: integ test values with new bias metrics
#129
prkrishnan1
closed
2 years ago
1
Added datatype conversion for `positive_label_values`
#128
dosatos
closed
2 years ago
0
Carify job fails in spark mode
#127
lorenzwalthert
opened
2 years ago
7
Restore imports
#126
larroy
closed
2 years ago
0
Revert "Refactor data -> series (#122)"
#125
keerthanvasist
closed
2 years ago
0
Exclude build from flake8.
#124
larroy
closed
2 years ago
0
Fix mypy error.
#123
larroy
closed
2 years ago
0
Refactor data -> series
#122
larroy
closed
2 years ago
0
Fix list access on ensure_series_data_type with empty sensitive facet…
#121
larroy
closed
2 years ago
0
Fix ensure series
#120
larroy
closed
2 years ago
0
implementations for specificity difference and generalized entropy
#119
prkrishnan1
closed
2 years ago
0
implementations for specificity difference and generalized entropy
#118
prkrishnan1
closed
2 years ago
1
chore: update python version to 3.9 for smclarify pypi binary
#117
Satish615
closed
2 years ago
1
How can i use it for forecasting model or the regression model
#116
j-sieger
closed
2 years ago
1
Remove buildspec file from github repo
#115
Satish615
closed
2 years ago
0
Fix bug: raise ValueError when threshold is not (or cannot be convert…
#114
prkrishnan1
closed
2 years ago
0
Add support for multiple threshold intervals for continuous data
#113
spoorn
closed
2 years ago
1
Add checks for threshold list for continuous data...
#112
spoorn
closed
2 years ago
1
Enforce a single threshold for continuous data config and update the lower bounds to be inclusive...
#111
spoorn
closed
2 years ago
1
Fix bug: TypeError when calculating abs value of "CONTINUOUS" data
#110
xgchena
closed
3 years ago
0
DPL - proportions qa and qd definition interchanged.
#109
Prathzee
closed
3 years ago
2
Fix bug when calculating thresholds
#108
larroy
closed
3 years ago
0
Log inferred data type in smclarify
#107
keerthanvasist
closed
3 years ago
0
Can't recreate smclarify example on AWS SageMaker. Bias report gives: CDDL metrics failed
#106
Oliver-Chalkley
closed
3 years ago
2
Bump up version number to 0.3
#105
xiaoyi-cheng
closed
3 years ago
0
Add version to smclarify.__version__
#104
larroy
closed
3 years ago
0
Add confusion matrix and proportion for each facet.
#103
milah
closed
3 years ago
0
Bump up version to 0.2 for new release
#102
xgchena
closed
3 years ago
0
Fix integration test failure
#101
xgchena
closed
3 years ago
0
Fix docs build warnings
#100
xgchena
closed
3 years ago
0
[bugfix] Fix JS metric
#99
milah
closed
3 years ago
0
Fix mypy/unit tests errors exposed by mypy/numpy version upgrade
#98
xgchena
closed
3 years ago
0
Add installation info to README
#97
larroy
closed
3 years ago
0
Change two assertions to value error
#96
xgchena
closed
3 years ago
0
Correction DI math explanation
#95
jmikko
closed
3 years ago
0
Use package_data to include commit_hash instead of data_files
#94
Satish615
closed
3 years ago
0
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