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Add extrapolation to the Bernstein polynomial transformation #37

Merged
merged 36 commits into from
Apr 11, 2024
Merged

Add extrapolation to the Bernstein polynomial transformation #37

merged 36 commits into from
Apr 11, 2024

Commits on Feb 14, 2024

  1. first draft of BPF extrapolation

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  2. fix calculation of jacobian for linear and non linear data scaling

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  3. add simple test script for extrapolation

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  4. fix extrapolation for batched data

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  5. use analytic jacobian in call_and_ladj

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  6. add bound as optional argument to BPF

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  7. fix extrapolation on gpu

    @MArpogaus
    Marcel Arpogaus authored and MArpogaus committed Feb 14, 2024
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  8. add eps scaling to ladj

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  9. Fixed numerical issue involving log(0) 

    1. When to log-Scale
2. #sigmoid(17) is 1.0! --> clamping to 1e-6 1e+6
    @oduerr @MArpogaus
    oduerr authored and MArpogaus committed Feb 14, 2024
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  10. fix order of log and abs in log_abs_det_jacobian

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  11. fix ladj for linear case

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  12. remove unneeded eps scaling

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  13. remove files not yet merged in master

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  14. add additional reference to BNF density forecasting paper 

    adds additional reference to BNF density forecasting paper
    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  15. remove sigmoid and analytical log_abs_det_jacobian

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  16. add inverse of extrapolation

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  17. Add smooth_bounds argument to ensure a smooth transition into extra… 

    …polations
    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  18. Updates doc string

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  19. enable smooth_bounds per default

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  20. remove bound argument from BPF

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  21. use dim=-1 for concatenation

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  22. remove unneeded attributes

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  23. fix BernsteinTransform tests

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  24. refactor small methods into f

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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  25. add optional argument to keep the transformation inside the bounds

    @MArpogaus
    MArpogaus committed Feb 14, 2024
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Commits on Feb 21, 2024

  1. fix: correct typ annotation for bound int -> float

    @MArpogaus
    MArpogaus committed Feb 21, 2024
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Commits on Mar 22, 2024

  1. Merge branch 'master' into bpf_extrapolation

    @MArpogaus
    MArpogaus committed Mar 22, 2024
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Commits on Mar 27, 2024

  1. Add a bounded Bernstein Polynomial for simple chaining

    @MArpogaus
    MArpogaus committed Mar 27, 2024
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  2. Use bounded version of Bernstein polynomial for BPF

    @MArpogaus
    MArpogaus committed Mar 27, 2024
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  3. update doc strings of Bernstein transformations.

    @MArpogaus
    MArpogaus committed Mar 27, 2024
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  4. use fiexed values for offset and slope in BoundedBernsteinTransform

    @MArpogaus
    MArpogaus committed Mar 27, 2024
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  5. reverts removal of torch transform star import

    @MArpogaus
    MArpogaus committed Mar 27, 2024
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  6. remove unnecessary use of partial and add original paper as reference

    @MArpogaus
    MArpogaus committed Mar 27, 2024
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  7. uses single quotes for strings 

    Co-authored-by: François Rozet <[email protected]>
    @MArpogaus @francois-rozet
    MArpogaus and francois-rozet authored Mar 27, 2024
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  8. remove redundant description from BoundedBernsteinTransform doc string

    @MArpogaus
    MArpogaus committed Mar 27, 2024
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Commits on Apr 3, 2024

  1. update some docstrings

    @francois-rozet
    francois-rozet committed Apr 3, 2024
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