TensorFlow Probability 0.20.0
Release notes
This is the 0.20 release of TensorFlow Probability. It is
tested and stable against TensorFlow version 2.12 and JAX 0.4.8 .
Change notes
- Add
LinearOperatorBasis
andLinearOperatorRowBlock
. - Ensure
Dirichlet
andRelaxedOneHotCategorical
transform correctly under bijectors. - Add
SphericalSpace
and use in all Spherical Distributions - Add
GeneralSpace.transform_general
- Fix guitar numpy rewrite_equivalence_test.
- BREAKING CHANGE: Ignore deprecated
always_yield_multivariante_normal
arg totfd.GaussianProcess
andtfd.GaussianProcessRegressionModel
so that event shape is always [1] for a single index point. - Create a
bayesopt
submodule of TFP experimental and add acquisition functions. - Add the
FeatureScaledWithCategorical
kernel, a PSD kernel over structures of continuous and categorical data, to TFP experimental. - [BREAKING] Remove deprecated arg BDF.use_pfor_to_compute_jacobian.
Huge thanks to all the contributors to this release!
- ashishenoy
- atondwal
- bjp
- Christopher Suter
- colcarroll
- Colin Carroll
- emilyaf
- fdtomasi
- flang
- Jacob Burnim
- jburnim
- jcater
- juanantoniomc
- langmore
- Leandro Campos
- leben
- Matthew Feickert
- mmladenov
- nkovela
- Pavel Sountsov
- phandu
- phawkins
- power
- S. Amin
- siege
- Srinivas Vasudevan
- synandi
- thomaswc
- Tirumalesh
- ujaved
- ursk