* Replace len(inducing_variable) with inducing_variable.num inducing property (#1594). Adds support for inducing variables with dynamically changing shape. Change usage from `len(inducing_variable)` to `inducing_variable.num_inducing` instead. Resolves #1578. * HeteroskedasticTFPConditional should construct tensors at class-construction, not at module-import time (#1598)
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from . import multioutput from .base import Combination, Kernel, Product, Sum from .changepoints import ChangePoints from .convolutional import Convolutional from .linears import Linear, Polynomial from .misc import ArcCosine, Coregion from .multioutput import ( IndependentLatent, LinearCoregionalization, MultioutputKernel, SeparateIndependent, SharedIndependent, ) from .periodic import Periodic from .statics import Constant, Static, White from .stationaries import ( # isort:skip # base classes: Stationary, IsotropicStationary, AnisotropicStationary, # actual kernel classes: Cosine, Exponential, Matern12, Matern32, Matern52, RationalQuadratic, SquaredExponential, ) Bias = Constant RBF = SquaredExponential
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