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Added API ood post-training ood classifiers #119

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Aug 24, 2023
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Added API ood post-training ood classifiers #119

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fe94fec
Added API ood post-training ood classifiers
Aug 17, 2023
d5773a1
fix bug and improve example
gianlucadetommaso Aug 24, 2023
49b87ef
lint the code
gianlucadetommaso Aug 24, 2023
9d88dc4
don't execute notebook in sphinx
gianlucadetommaso Aug 24, 2023
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10 changes: 10 additions & 0 deletions docs/source/references/ood_classifier.rst
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.. _ood_detection:

Out-Of-Distribution (OOD) detection
==================
Starting from a trained a neural classifier, it's possible to fit one of the models below
to help distinguish between in-distribution and out of distribution inputs.

.. autoclass:: fortuna.ood_detection.mahalanobis.MalahanobisOODClassifier

.. autoclass:: fortuna.ood_detection.ddu.DeepDeterministicUncertaintyOODClassifier
1 change: 1 addition & 0 deletions docs/source/references/references.rst
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Expand Up @@ -12,6 +12,7 @@ API References
output_calibrator
prob_output_layer
conformal
ood_detection
data_loader
metric
utils
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2 changes: 1 addition & 1 deletion examples/index.rst
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Expand Up @@ -16,8 +16,8 @@ In this section we show some examples of how to use Fortuna in classification an
multivalid_coverage
sinusoidal_regression
two_moons_classification
two_moons_classification_ood
subnet_calibration
two_moons_classification_sngp
scaling_up_bayesian_inference
mnist_classification_sghmc
sgmcmc_diagnostics
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