Base distribution ablation MNIST

aai-institute / nf4ad

Normalizing flows for anomaly detection

MIT License

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Base distribution ablation MNIST #4

Open fariedabuzaid opened 6 months ago

fariedabuzaid commented 6 months ago

We should define an Experiment that tests uniformly scaling flows with different base distribution regarding their fit for the AD task.

[x] Define HyperOptExperiment and train models
[x] Comparison:
- [x] AD performance ROC AU
- [x] QQ-plots

giorgiapitteri commented 5 months ago

Issue related to the PR: #5

Maybe we can check if the eval module is enough for this issue and merge it for the moment? Since this PR is getting bigger with different things inside.