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Score-based density estimators for SBI #1015
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jsvetter
changed the title
added files for vector field-based estimators and posteriors
Score-based density estimators for SBI
Mar 19, 2024
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@pfuhr do you agree to your contributions being re-licensed under Apache 2.0 in the future? |
Yes, I agree that my contributions are re-licensed under Apache 2.0 in the future. |
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What does this implement/fix? Explain your changes
This PR implements score-based methods for SBI (and related methods like flow matching). The first goal is to have a running version for score-based NPE. Later-on NLE, sequential methods and methods that can deal with multiple observations can be tackled.
This includes new base-classes for the required vectorfield-estimators and posteriors.
Does this close any currently open issues?
Fixes #962
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