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Monthly Archives: February 2022
Out of Distribution Data Detection in Deployed Machine Learning Models
If a deployed machine learning model encounters an out of distribution data, it should either reject it or delegate it to a human reviewer for further investigation and decision making. A sample is out of distribution (OOD) when it is … Continue reading
Posted in AI, Machine Learning, mlops, Outlier Detection, Python, PyTorch
Tagged mlops, out of distribution, outlier
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