fairMLHealth-integration
MANIFEST.in
156B
tutorials_and_examples
Example-ToolUsage.ipynb
93KB
Tutorial-EvaluatingFairnessInBinaryClassification.ipynb
329KB
Example-BinaryClassificationTemplate.ipynb
55KB
Tutorial-EvaluatingFairnessInRegression.ipynb
274KB
Example-ToolUsage_Regression.ipynb
59KB
README.md
615B
Supplemental-ModelsForBinaryClassificationExample.ipynb
154KB
build_test.sh
458B
docs
publications
KDD2020-FairnessInHealthcareML-Slides.pptx
12.4MB
KDD2020-FairnessInHealthcareML-TutorialNotebook.ipynb
376KB
README.md
2KB
img
generalized_entropy_equation.png
13KB
evaluation_stratified_data.png
24KB
performance_report.png
26KB
measure_model.png
42KB
compare_models.png
53KB
evaluation_example_stratified_fairness.png
18KB
data_report.png
24KB
multiple_attributes.png
124KB
evaluation_example_report.png
64KB
bias_report.png
34KB
evaluation_model_comparison.png
87KB
evaluation_example_stratified_performance.png
27KB
resources
Evaluating_Fairness.md
39KB
References_and_Resources.md
9KB
Measures_QuickReference.md
14KB
code_contributions
PULL_REQUEST_TEMPLATE.md
2KB
ISSUE_TEMPLATE.md
1KB
CONTRIBUTING.md
7KB
FEATURE_REQUEST.md
846B
CODE_OF_CONDUCT.md
5KB
README.md
533B
version.json
26B
azure-pipelines.yaml
2KB
templates
Template-BinaryClassificationAssessment.ipynb
5KB
Template-RegressionAssessment.ipynb
5KB
README.md
500B
test
__utils.py
6KB
test_utils.py
2KB
test_example_toolusage_regression.py
832B
test_reports.py
3KB
test_docs.py
3KB
test__fairnessmetrics.py
2KB
notebook_tester.py
4KB
test_tutorial_evaluatingbinaryclassification.py
2KB
test_modelcomparison.py
6KB
__init__.py
0B
development
__init__.py
0B
model_comparison_debug.py
1KB
manualtest_example_binaryclassificationtemplate.py
1KB
README.md
402B
test_example_toolusage.py
821B
test__performancemetrics.py
2KB
_config.yml
27B
Dockerfile
379B
setup.cfg
320B
win32workaround.sh
394B
setup.py
2KB
.gitignore
184B
CHANGELOG.md
4KB
README.md
11KB
fairmlhealth
__preprocessing.py
7KB
utils.py
7KB
__fairness_metrics.py
3KB
mimic_data.py
10KB
reports.py
41KB
__performance_metrics.py
5KB
__validation.py
6KB
__init__.py
0B
model_comparison.py
16KB
tutorial_helpers.py
5KB
LICENSE.txt
1KB
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