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This introduces a breaking change to reparameterizations.
Breaking changes:
flowjax.wrappers.Lambda
has been renamed toflowjax.wrappers.Parameterize
flowjax.wrappers.BijectionReparam
has been removed.flowjax.wrappers.Where
has been removed.Reasons for breaking change:
Lambda
was renamed toParameterize
becauseLambda
is uninformative.Parameterize
is relatively simple, and flexible enough to cover the common uses ofBijectionReparam
andWhere
(see below).BijectionReparam
) which made it challenging to avoid circular dependencies. The removal ofBijectionReparam
eliminates this issue.Transitioning:
Lambda
withParameterize
.BijectionReparam(scale, SoftPlus())
, we can useParameterize(softplus, inv_softplus(scale))
, usingjax.nn.softplus
andflowjax.utils.inv_softplus
.Where(mask, weight, 0)
, we can useParameterize(jnp.where, mask, weight, 0)
.Apologies for any inconvenience and let me know if you have any specific use cases that this causes any issues for.