Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:software
|
| gptkbp:availableOn |
gptkb:GitHub
gptkb:PyPI |
| gptkbp:contributedTo |
gptkb:Microsoft
gptkb:software |
| gptkbp:documentation |
https://fairlearn.org/
|
| gptkbp:firstReleased |
2019
|
| gptkbp:focusesOn |
fairness in machine learning
|
| gptkbp:githubUrl |
https://github.com/fairlearn/fairlearn
|
| https://www.w3.org/2000/01/rdf-schema#label |
Fairlearn
|
| gptkbp:integratesWith |
gptkb:Jupyter_notebooks
gptkb:scikit-learn |
| gptkbp:license |
gptkb:MIT_License
|
| gptkbp:openSource |
true
|
| gptkbp:provides |
algorithms for mitigating unfairness
metrics for fairness assessment |
| gptkbp:supports |
classification tasks
regression tasks |
| gptkbp:usedFor |
bias mitigation
fairness evaluation |
| gptkbp:writtenBy |
gptkb:Python
|
| gptkbp:bfsParent |
gptkb:Databricks_Runtime_11.2_ML
gptkb:Databricks_Runtime_14.x_ML |
| gptkbp:bfsLayer |
8
|