A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
Line 114 of the attached .py file leads to a memory leak and crash after several thousands of iterations
when called from the attached notebook. The error is resolved when setting
moving it out of the looped eval method.
This problem persists when calling
del dataset_orig_train
del dataset_orig_test
gc.collect()
The attached files can be found here
Line 114 of the attached .py file leads to a memory leak and crash after several thousands of iterations
when called from the attached notebook. The error is resolved when setting
moving it out of the looped
evalmethod.This problem persists when calling
del dataset_orig_train del dataset_orig_test gc.collect() The attached files can be found here