Code

Improved Integrators#300

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stefanradev93 merged 19 commits intodevbayesflow-org/bayesflow:devfrom integratorsbayesflow-org/bayesflow:integratorsCopy head branch name to clipboardFeb 7, 2025

+396-311

Commits

Commits on Feb 6, 2025

• remove old integrators

  LarsKue

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  d338794

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• change logging level of debug infos

  LarsKue

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  494eace

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• add utils/integrate.py

  LarsKue

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  a433d46

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• update usage of integration in flow matching

  LarsKue

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  8466ff6

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• fix #288

  LarsKue

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  15b4a8a

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• set logging level to debug for tests

  LarsKue

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  9378b57

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• add seed parameter to jacobian trace for stochastic evaluation under compiled backends

  LarsKue

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  6f01d21

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• fix shape of trace in flow matching

  LarsKue

  committed
  c761e9d

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• fix integration for negative step size (mostly)

  LarsKue

  committed
  76dd265

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• Add user-defined loss functions due to empirically better performance of some non-MSE losses sometimes

  stefanradev93

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  2d6ba6c

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Commits on Feb 7, 2025

• fix negative step size integration

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  LarsKue

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  b3f4143

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• speed up build test

  LarsKue

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  82856f9

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• fix density computation

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  LarsKue

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  7ae971a

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• reduce default number of max steps for dynamic step size integration

  LarsKue

  committed
  b48d1a5

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• allow specifying steps = "dynamic" instead of just "adaptive"

  LarsKue

  committed
  972174a

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• add integrate kwargs to serialization

  LarsKue

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  666bb89

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• add todo for density test

  LarsKue

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  56f88b3

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• improve time broadcasting

  LarsKue

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  2c5f872

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• fix tensorflow incompatible types

  LarsKue

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  f135ecd

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