Primary symbols
tfp
tfp.bijectors
tfp.bijectors.AbsoluteValue
tfp.bijectors.Affine
tfp.bijectors.AffineLinearOperator
tfp.bijectors.AffineScalar
tfp.bijectors.Ascending
tfp.bijectors.AutoregressiveNetwork
tfp.bijectors.BatchNormalization
tfp.bijectors.Bijector
tfp.bijectors.Blockwise
tfp.bijectors.Chain
tfp.bijectors.CholeskyOuterProduct
tfp.bijectors.CholeskyToInvCholesky
tfp.bijectors.Composition
tfp.bijectors.CorrelationCholesky
tfp.bijectors.Cumsum
tfp.bijectors.DiscreteCosineTransform
tfp.bijectors.Exp
tfp.bijectors.Expm1
tfp.bijectors.FFJORD
tfp.bijectors.FillScaleTriL
tfp.bijectors.FillTriangular
tfp.bijectors.FrechetCDF
tfp.bijectors.GeneralizedExtremeValueCDF
tfp.bijectors.GeneralizedPareto
tfp.bijectors.Glow
tfp.bijectors.GlowDefaultExitNetwork
tfp.bijectors.GlowDefaultNetwork
tfp.bijectors.GompertzCDF
tfp.bijectors.GumbelCDF
tfp.bijectors.Identity
tfp.bijectors.Inline
tfp.bijectors.Invert
tfp.bijectors.IteratedSigmoidCentered
tfp.bijectors.JointMap
tfp.bijectors.KumaraswamyCDF
tfp.bijectors.LambertWTail
tfp.bijectors.Log
tfp.bijectors.Log1p
tfp.bijectors.MaskedAutoregressiveFlow
tfp.bijectors.MatrixInverseTriL
tfp.bijectors.MatvecLU
tfp.bijectors.MoyalCDF
tfp.bijectors.NormalCDF
tfp.bijectors.Ordered
tfp.bijectors.Pad
tfp.bijectors.Permute
tfp.bijectors.Power
tfp.bijectors.PowerTransform
tfp.bijectors.RationalQuadraticSpline
tfp.bijectors.RayleighCDF
tfp.bijectors.RealNVP
tfp.bijectors.Reciprocal
tfp.bijectors.Reshape
tfp.bijectors.Restructure
tfp.bijectors.Scale
tfp.bijectors.ScaleMatvecDiag
tfp.bijectors.ScaleMatvecLU
tfp.bijectors.ScaleMatvecLinearOperator
tfp.bijectors.ScaleMatvecLinearOperatorBlock
tfp.bijectors.ScaleMatvecTriL
tfp.bijectors.Shift
tfp.bijectors.ShiftedGompertzCDF
tfp.bijectors.Sigmoid
tfp.bijectors.Sinh
tfp.bijectors.SinhArcsinh
tfp.bijectors.SoftClip
tfp.bijectors.Softfloor
tfp.bijectors.SoftmaxCentered
tfp.bijectors.Softplus
tfp.bijectors.Softsign
tfp.bijectors.Split
tfp.bijectors.Square
tfp.bijectors.Tanh
tfp.bijectors.TransformDiagonal
tfp.bijectors.Transpose
tfp.bijectors.WeibullCDF
tfp.bijectors.masked_autoregressive_default_template
tfp.bijectors.masked_dense
tfp.bijectors.real_nvp_default_template
tfp.debugging
tfp.debugging.benchmarking
tfp.debugging.benchmarking.BenchmarkTfFunctionConfig
tfp.debugging.benchmarking.benchmark_tf_function
tfp.debugging.benchmarking.default_benchmark_config
tfp.distributions
tfp.distributions.Autoregressive
tfp.distributions.BatchReshape
tfp.distributions.Bates
tfp.distributions.Bernoulli
tfp.distributions.Beta
tfp.distributions.BetaBinomial
tfp.distributions.Binomial
tfp.distributions.Blockwise
tfp.distributions.Categorical
tfp.distributions.Cauchy
tfp.distributions.Chi
tfp.distributions.Chi2
tfp.distributions.CholeskyLKJ
tfp.distributions.Deterministic
tfp.distributions.Dirichlet
tfp.distributions.DirichletMultinomial
tfp.distributions.Distribution
tfp.distributions.DoublesidedMaxwell
tfp.distributions.Empirical
tfp.distributions.ExpGamma
tfp.distributions.ExpInverseGamma
tfp.distributions.ExpRelaxedOneHotCategorical
tfp.distributions.Exponential
tfp.distributions.ExponentiallyModifiedGaussian
tfp.distributions.Gamma
tfp.distributions.GammaGamma
tfp.distributions.GaussianProcess
tfp.distributions.GaussianProcessRegressionModel
tfp.distributions.GeneralizedExtremeValue
tfp.distributions.GeneralizedNormal
tfp.distributions.GeneralizedPareto
tfp.distributions.Geometric
tfp.distributions.Gumbel
tfp.distributions.HalfCauchy
tfp.distributions.HalfNormal
tfp.distributions.HalfStudentT
tfp.distributions.HiddenMarkovModel
tfp.distributions.Horseshoe
tfp.distributions.Independent
tfp.distributions.InverseGamma
tfp.distributions.InverseGaussian
tfp.distributions.JohnsonSU
tfp.distributions.JointDistribution
tfp.distributions.JointDistributionCoroutine
tfp.distributions.JointDistributionCoroutine.Root
tfp.distributions.JointDistributionCoroutineAutoBatched
tfp.distributions.JointDistributionCoroutineAutoBatched.Root
tfp.distributions.JointDistributionNamed
tfp.distributions.JointDistributionNamedAutoBatched
tfp.distributions.JointDistributionSequential
tfp.distributions.JointDistributionSequentialAutoBatched
tfp.distributions.Kumaraswamy
tfp.distributions.LKJ
tfp.distributions.Laplace
tfp.distributions.LinearGaussianStateSpaceModel
tfp.distributions.LogLogistic
tfp.distributions.LogNormal
tfp.distributions.Logistic
tfp.distributions.LogitNormal
tfp.distributions.Mixture
tfp.distributions.MixtureSameFamily
tfp.distributions.Moyal
tfp.distributions.Multinomial
tfp.distributions.MultivariateNormalDiag
tfp.distributions.MultivariateNormalDiagPlusLowRank
tfp.distributions.MultivariateNormalFullCovariance
tfp.distributions.MultivariateNormalLinearOperator
tfp.distributions.MultivariateNormalTriL
tfp.distributions.MultivariateStudentTLinearOperator
tfp.distributions.NegativeBinomial
tfp.distributions.Normal
tfp.distributions.OneHotCategorical
tfp.distributions.OrderedLogistic
tfp.distributions.PERT
tfp.distributions.Pareto
tfp.distributions.PixelCNN
tfp.distributions.PlackettLuce
tfp.distributions.Poisson
tfp.distributions.PoissonLogNormalQuadratureCompound
tfp.distributions.PowerSpherical
tfp.distributions.ProbitBernoulli
tfp.distributions.QuantizedDistribution
tfp.distributions.RegisterKL
tfp.distributions.RelaxedBernoulli
tfp.distributions.RelaxedOneHotCategorical
tfp.distributions.ReparameterizationType
tfp.distributions.Sample
tfp.distributions.SinhArcsinh
tfp.distributions.Skellam
tfp.distributions.SphericalUniform
tfp.distributions.StoppingRatioLogistic
tfp.distributions.StudentT
tfp.distributions.StudentTProcess
tfp.distributions.TransformedDistribution
tfp.distributions.Triangular
tfp.distributions.TruncatedCauchy
tfp.distributions.TruncatedNormal
tfp.distributions.Uniform
tfp.distributions.VariationalGaussianProcess
tfp.distributions.VectorDeterministic
tfp.distributions.VectorExponentialDiag
tfp.distributions.VonMises
tfp.distributions.VonMisesFisher
tfp.distributions.Weibull
tfp.distributions.WishartLinearOperator
tfp.distributions.WishartTriL
tfp.distributions.Zipf
tfp.distributions.independent_joint_distribution_from_structure
tfp.distributions.kl_divergence
tfp.distributions.mvn_conjugate_linear_update
tfp.distributions.normal_conjugates_known_scale_posterior
tfp.distributions.normal_conjugates_known_scale_predictive
tfp.distributions.quadrature_scheme_lognormal_gauss_hermite
tfp.distributions.quadrature_scheme_lognormal_quantiles
tfp.experimental
tfp.experimental.AutoCompositeTensor
tfp.experimental.as_composite
tfp.experimental.auto_batching
tfp.experimental.auto_batching.Context
tfp.experimental.auto_batching.NumpyBackend
tfp.experimental.auto_batching.TensorFlowBackend
tfp.experimental.auto_batching.TensorType
tfp.experimental.auto_batching.Type
tfp.experimental.auto_batching.allocation_strategy
tfp.experimental.auto_batching.allocation_strategy.optimize
tfp.experimental.auto_batching.dsl
tfp.experimental.auto_batching.dsl.ProgramBuilder
tfp.experimental.auto_batching.frontend
tfp.experimental.auto_batching.frontend.Context
tfp.experimental.auto_batching.frontend.ab_type_inference
tfp.experimental.auto_batching.frontend.ab_type_inference.infer_types
tfp.experimental.auto_batching.frontend.ab_type_inference.infer_types_from_signature
tfp.experimental.auto_batching.frontend.ab_type_inference.is_inferring
tfp.experimental.auto_batching.frontend.ab_type_inference.signature
tfp.experimental.auto_batching.frontend.ab_type_inference.type_of_pattern
tfp.experimental.auto_batching.frontend.allocation_strategy
tfp.experimental.auto_batching.frontend.allocation_strategy.optimize
tfp.experimental.auto_batching.frontend.dsl
tfp.experimental.auto_batching.frontend.dsl.ProgramBuilder
tfp.experimental.auto_batching.frontend.gast_util
tfp.experimental.auto_batching.frontend.gast_util.Module
tfp.experimental.auto_batching.frontend.gast_util.Name
tfp.experimental.auto_batching.frontend.gast_util.Str
tfp.experimental.auto_batching.frontend.gast_util.is_constant
tfp.experimental.auto_batching.frontend.gast_util.is_ellipsis
tfp.experimental.auto_batching.frontend.gast_util.is_literal
tfp.experimental.auto_batching.frontend.instructions
tfp.experimental.auto_batching.frontend.instructions.Block
tfp.experimental.auto_batching.frontend.instructions.BranchOp
tfp.experimental.auto_batching.frontend.instructions.ControlFlowGraph
tfp.experimental.auto_batching.frontend.instructions.Function
tfp.experimental.auto_batching.frontend.instructions.FunctionCallOp
tfp.experimental.auto_batching.frontend.instructions.GotoOp
tfp.experimental.auto_batching.frontend.instructions.IndirectGotoOp
tfp.experimental.auto_batching.frontend.instructions.PopOp
tfp.experimental.auto_batching.frontend.instructions.PrimOp
tfp.experimental.auto_batching.frontend.instructions.Program
tfp.experimental.auto_batching.frontend.instructions.PushGotoOp
tfp.experimental.auto_batching.frontend.instructions.TensorType
tfp.experimental.auto_batching.frontend.instructions.Type
tfp.experimental.auto_batching.frontend.instructions.VariableAllocation
tfp.experimental.auto_batching.frontend.instructions.extract_referenced_variables
tfp.experimental.auto_batching.frontend.instructions.halt_op
tfp.experimental.auto_batching.frontend.instructions.interpret
tfp.experimental.auto_batching.frontend.instructions.push_op
tfp.experimental.auto_batching.frontend.lowering
tfp.experimental.auto_batching.frontend.lowering.lower_function_calls
tfp.experimental.auto_batching.frontend.st
tfp.experimental.auto_batching.frontend.st.ExecutionQueue
tfp.experimental.auto_batching.frontend.st.execute
tfp.experimental.auto_batching.frontend.st.inst
tfp.experimental.auto_batching.frontend.st.inst.Block
tfp.experimental.auto_batching.frontend.st.inst.BranchOp
tfp.experimental.auto_batching.frontend.st.inst.ControlFlowGraph
tfp.experimental.auto_batching.frontend.st.inst.Function
tfp.experimental.auto_batching.frontend.st.inst.FunctionCallOp
tfp.experimental.auto_batching.frontend.st.inst.GotoOp
tfp.experimental.auto_batching.frontend.st.inst.IndirectGotoOp
tfp.experimental.auto_batching.frontend.st.inst.PopOp
tfp.experimental.auto_batching.frontend.st.inst.PrimOp
tfp.experimental.auto_batching.frontend.st.inst.Program
tfp.experimental.auto_batching.frontend.st.inst.PushGotoOp
tfp.experimental.auto_batching.frontend.st.inst.TensorType
tfp.experimental.auto_batching.frontend.st.inst.Type
tfp.experimental.auto_batching.frontend.st.inst.VariableAllocation
tfp.experimental.auto_batching.frontend.st.inst.extract_referenced_variables
tfp.experimental.auto_batching.frontend.st.inst.halt_op
tfp.experimental.auto_batching.frontend.st.inst.interpret
tfp.experimental.auto_batching.frontend.st.inst.push_op
tfp.experimental.auto_batching.frontend.st.is_running
tfp.experimental.auto_batching.frontend.stack
tfp.experimental.auto_batching.frontend.stack.fuse_pop_push
tfp.experimental.auto_batching.frontend.stack.inst
tfp.experimental.auto_batching.frontend.stack.inst.Block
tfp.experimental.auto_batching.frontend.stack.inst.BranchOp
tfp.experimental.auto_batching.frontend.stack.inst.ControlFlowGraph
tfp.experimental.auto_batching.frontend.stack.inst.Function
tfp.experimental.auto_batching.frontend.stack.inst.FunctionCallOp
tfp.experimental.auto_batching.frontend.stack.inst.GotoOp
tfp.experimental.auto_batching.frontend.stack.inst.IndirectGotoOp
tfp.experimental.auto_batching.frontend.stack.inst.PopOp
tfp.experimental.auto_batching.frontend.stack.inst.PrimOp
tfp.experimental.auto_batching.frontend.stack.inst.Program
tfp.experimental.auto_batching.frontend.stack.inst.PushGotoOp
tfp.experimental.auto_batching.frontend.stack.inst.TensorType
tfp.experimental.auto_batching.frontend.stack.inst.Type
tfp.experimental.auto_batching.frontend.stack.inst.VariableAllocation
tfp.experimental.auto_batching.frontend.stack.inst.extract_referenced_variables
tfp.experimental.auto_batching.frontend.stack.inst.halt_op
tfp.experimental.auto_batching.frontend.stack.inst.interpret
tfp.experimental.auto_batching.frontend.stack.inst.push_op
tfp.experimental.auto_batching.frontend.tf_backend
tfp.experimental.auto_batching.frontend.tf_backend.TensorFlowBackend
tfp.experimental.auto_batching.frontend.truthy
tfp.experimental.auto_batching.frontend.vm
tfp.experimental.auto_batching.frontend.vm.execute
tfp.experimental.auto_batching.frontend.vm.is_staging
tfp.experimental.auto_batching.instructions
tfp.experimental.auto_batching.instructions.Block
tfp.experimental.auto_batching.instructions.BranchOp
tfp.experimental.auto_batching.instructions.ControlFlowGraph
tfp.experimental.auto_batching.instructions.Function
tfp.experimental.auto_batching.instructions.FunctionCallOp
tfp.experimental.auto_batching.instructions.GotoOp
tfp.experimental.auto_batching.instructions.IndirectGotoOp
tfp.experimental.auto_batching.instructions.PopOp
tfp.experimental.auto_batching.instructions.PrimOp
tfp.experimental.auto_batching.instructions.Program
tfp.experimental.auto_batching.instructions.PushGotoOp
tfp.experimental.auto_batching.instructions.TensorType
tfp.experimental.auto_batching.instructions.Type
tfp.experimental.auto_batching.instructions.VariableAllocation
tfp.experimental.auto_batching.instructions.extract_referenced_variables
tfp.experimental.auto_batching.instructions.halt_op
tfp.experimental.auto_batching.instructions.interpret
tfp.experimental.auto_batching.instructions.push_op
tfp.experimental.auto_batching.liveness
tfp.experimental.auto_batching.liveness.liveness_analysis
tfp.experimental.auto_batching.lowering
tfp.experimental.auto_batching.lowering.lower_function_calls
tfp.experimental.auto_batching.numpy_backend
tfp.experimental.auto_batching.numpy_backend.NumpyBackend
tfp.experimental.auto_batching.stack_optimization
tfp.experimental.auto_batching.stack_optimization.fuse_pop_push
tfp.experimental.auto_batching.stack_optimization.inst
tfp.experimental.auto_batching.stack_optimization.inst.Block
tfp.experimental.auto_batching.stack_optimization.inst.BranchOp
tfp.experimental.auto_batching.stack_optimization.inst.ControlFlowGraph
tfp.experimental.auto_batching.stack_optimization.inst.Function
tfp.experimental.auto_batching.stack_optimization.inst.FunctionCallOp
tfp.experimental.auto_batching.stack_optimization.inst.GotoOp
tfp.experimental.auto_batching.stack_optimization.inst.IndirectGotoOp
tfp.experimental.auto_batching.stack_optimization.inst.PopOp
tfp.experimental.auto_batching.stack_optimization.inst.PrimOp
tfp.experimental.auto_batching.stack_optimization.inst.Program
tfp.experimental.auto_batching.stack_optimization.inst.PushGotoOp
tfp.experimental.auto_batching.stack_optimization.inst.TensorType
tfp.experimental.auto_batching.stack_optimization.inst.Type
tfp.experimental.auto_batching.stack_optimization.inst.VariableAllocation
tfp.experimental.auto_batching.stack_optimization.inst.extract_referenced_variables
tfp.experimental.auto_batching.stack_optimization.inst.halt_op
tfp.experimental.auto_batching.stack_optimization.inst.interpret
tfp.experimental.auto_batching.stack_optimization.inst.push_op
tfp.experimental.auto_batching.stackless
tfp.experimental.auto_batching.stackless.ExecutionQueue
tfp.experimental.auto_batching.stackless.execute
tfp.experimental.auto_batching.stackless.inst
tfp.experimental.auto_batching.stackless.inst.Block
tfp.experimental.auto_batching.stackless.inst.BranchOp
tfp.experimental.auto_batching.stackless.inst.ControlFlowGraph
tfp.experimental.auto_batching.stackless.inst.Function
tfp.experimental.auto_batching.stackless.inst.FunctionCallOp
tfp.experimental.auto_batching.stackless.inst.GotoOp
tfp.experimental.auto_batching.stackless.inst.IndirectGotoOp
tfp.experimental.auto_batching.stackless.inst.PopOp
tfp.experimental.auto_batching.stackless.inst.PrimOp
tfp.experimental.auto_batching.stackless.inst.Program
tfp.experimental.auto_batching.stackless.inst.PushGotoOp
tfp.experimental.auto_batching.stackless.inst.TensorType
tfp.experimental.auto_batching.stackless.inst.Type
tfp.experimental.auto_batching.stackless.inst.VariableAllocation
tfp.experimental.auto_batching.stackless.inst.extract_referenced_variables
tfp.experimental.auto_batching.stackless.inst.halt_op
tfp.experimental.auto_batching.stackless.inst.interpret
tfp.experimental.auto_batching.stackless.inst.push_op
tfp.experimental.auto_batching.stackless.is_running
tfp.experimental.auto_batching.tf_backend
tfp.experimental.auto_batching.tf_backend.TensorFlowBackend
tfp.experimental.auto_batching.truthy
tfp.experimental.auto_batching.type_inference
tfp.experimental.auto_batching.type_inference.infer_types
tfp.experimental.auto_batching.type_inference.infer_types_from_signature
tfp.experimental.auto_batching.type_inference.is_inferring
tfp.experimental.auto_batching.type_inference.signature
tfp.experimental.auto_batching.type_inference.type_of_pattern
tfp.experimental.auto_batching.virtual_machine
tfp.experimental.auto_batching.virtual_machine.execute
tfp.experimental.auto_batching.virtual_machine.is_staging
tfp.experimental.auto_batching.xla
tfp.experimental.auto_batching.xla.compile_nested_output
tfp.experimental.auto_composite_tensor
tfp.experimental.bijectors
tfp.experimental.bijectors.ScalarFunctionWithInferredInverse
tfp.experimental.bijectors.inverse_log_det_jacobian_ratio
tfp.experimental.distribute
tfp.experimental.distribute.JointDistributionCoroutine
tfp.experimental.distribute.JointDistributionCoroutine.Root
tfp.experimental.distribute.JointDistributionNamed
tfp.experimental.distribute.JointDistributionSequential
tfp.experimental.distribute.ShardedIndependent
tfp.experimental.distribute.ShardedSample
tfp.experimental.distribute.make_sharded_log_prob_parts
tfp.experimental.distributions
tfp.experimental.distributions.JointDistributionPinned
tfp.experimental.distributions.MultivariateNormalPrecisionFactorLinearOperator
tfp.experimental.distributions.log_prob_ratio
tfp.experimental.lazybones
tfp.experimental.lazybones.Deferred
tfp.experimental.lazybones.DeferredBase
tfp.experimental.lazybones.DeferredInput
tfp.experimental.lazybones.DeferredScope
tfp.experimental.lazybones.utils
tfp.experimental.lazybones.utils.HashableWeakRef
tfp.experimental.lazybones.utils.ObjectProxy
tfp.experimental.lazybones.utils.SpecialMethods
tfp.experimental.lazybones.utils.WeakKeyDictionary
tfp.experimental.lazybones.utils.WeakSet
tfp.experimental.lazybones.utils.distribution_measure
tfp.experimental.lazybones.utils.get_leaves
tfp.experimental.lazybones.utils.get_roots
tfp.experimental.lazybones.utils.is_any_ancestor
tfp.experimental.lazybones.utils.iter_edges
tfp.experimental.lazybones.utils.log_prob
tfp.experimental.lazybones.utils.plot_graph
tfp.experimental.lazybones.utils.prob
tfp.experimental.linalg
tfp.experimental.linalg.LinearOperatorPSDKernel
tfp.experimental.marginalize
tfp.experimental.marginalize.MarginalizableJointDistributionCoroutine
tfp.experimental.marginalize.MarginalizableJointDistributionCoroutine.Root
tfp.experimental.marginalize.logeinsumexp
tfp.experimental.mcmc
tfp.experimental.mcmc.CovarianceReducer
tfp.experimental.mcmc.DiagonalMassMatrixAdaptation
tfp.experimental.mcmc.EllipticalSliceSampler
tfp.experimental.mcmc.ExpectationsReducer
tfp.experimental.mcmc.GradientBasedTrajectoryLengthAdaptation
tfp.experimental.mcmc.GradientBasedTrajectoryLengthAdaptationResults
tfp.experimental.mcmc.KernelBuilder
tfp.experimental.mcmc.KernelOutputs
tfp.experimental.mcmc.NoUTurnSampler
tfp.experimental.mcmc.PotentialScaleReductionReducer
tfp.experimental.mcmc.PreconditionedHamiltonianMonteCarlo
tfp.experimental.mcmc.ProgressBarReducer
tfp.experimental.mcmc.Reducer
tfp.experimental.mcmc.SampleDiscardingKernel
tfp.experimental.mcmc.SequentialMonteCarlo
tfp.experimental.mcmc.SequentialMonteCarloResults
tfp.experimental.mcmc.StateWithHistory
tfp.experimental.mcmc.ThinningKernel
tfp.experimental.mcmc.TracingReducer
tfp.experimental.mcmc.VarianceReducer
tfp.experimental.mcmc.WeightedParticles
tfp.experimental.mcmc.WithReductions
tfp.experimental.mcmc.WithReductionsKernelResults
tfp.experimental.mcmc.augment_prior_with_state_history
tfp.experimental.mcmc.augment_with_observation_history
tfp.experimental.mcmc.augment_with_state_history
tfp.experimental.mcmc.chees_criterion
tfp.experimental.mcmc.default_make_hmc_kernel_fn
tfp.experimental.mcmc.ess_below_threshold
tfp.experimental.mcmc.gen_make_hmc_kernel_fn
tfp.experimental.mcmc.gen_make_transform_hmc_kernel_fn
tfp.experimental.mcmc.infer_trajectories
tfp.experimental.mcmc.make_rwmh_kernel_fn
tfp.experimental.mcmc.make_tqdm_progress_bar_fn
tfp.experimental.mcmc.particle_filter
tfp.experimental.mcmc.reconstruct_trajectories
tfp.experimental.mcmc.resample_deterministic_minimum_error
tfp.experimental.mcmc.resample_independent
tfp.experimental.mcmc.resample_stratified
tfp.experimental.mcmc.resample_systematic
tfp.experimental.mcmc.run_kernel
tfp.experimental.mcmc.sample_chain_with_burnin
tfp.experimental.mcmc.sample_fold
tfp.experimental.mcmc.sample_sequential_monte_carlo
tfp.experimental.mcmc.simple_heuristic_tuning
tfp.experimental.mcmc.step_kernel
tfp.experimental.nn
tfp.experimental.nn.Affine
tfp.experimental.nn.AffineVariationalFlipout
tfp.experimental.nn.AffineVariationalReparameterization
tfp.experimental.nn.AffineVariationalReparameterizationLocal
tfp.experimental.nn.Convolution
tfp.experimental.nn.ConvolutionTranspose
tfp.experimental.nn.ConvolutionTransposeVariationalFlipout
tfp.experimental.nn.ConvolutionTransposeVariationalReparameterization
tfp.experimental.nn.ConvolutionV2
tfp.experimental.nn.ConvolutionVariationalFlipout
tfp.experimental.nn.ConvolutionVariationalFlipoutV2
tfp.experimental.nn.ConvolutionVariationalReparameterization
tfp.experimental.nn.ConvolutionVariationalReparameterizationV2
tfp.experimental.nn.Lambda
tfp.experimental.nn.Layer
tfp.experimental.nn.Sequential
tfp.experimental.nn.VariationalLayer
tfp.experimental.nn.initializers
tfp.experimental.nn.initializers.glorot_normal
tfp.experimental.nn.initializers.glorot_uniform
tfp.experimental.nn.initializers.he_normal
tfp.experimental.nn.initializers.he_uniform
tfp.experimental.nn.util
tfp.experimental.nn.util.CallOnce
tfp.experimental.nn.util.RandomVariable
tfp.experimental.nn.util.batchify_op
tfp.experimental.nn.util.convolution_batch
tfp.experimental.nn.util.display_imgs
tfp.experimental.nn.util.expand_dims
tfp.experimental.nn.util.flatten_rightmost
tfp.experimental.nn.util.halflife_decay
tfp.experimental.nn.util.im2row
tfp.experimental.nn.util.im2row_index
tfp.experimental.nn.util.make_convolution_fn
tfp.experimental.nn.util.make_convolution_transpose_fn_with_dilation
tfp.experimental.nn.util.make_convolution_transpose_fn_with_subkernels
tfp.experimental.nn.util.make_convolution_transpose_fn_with_subkernels_matrix
tfp.experimental.nn.util.make_fit_op
tfp.experimental.nn.util.make_kernel_bias
tfp.experimental.nn.util.make_kernel_bias_posterior_mvn_diag
tfp.experimental.nn.util.make_kernel_bias_prior_spike_and_slab
tfp.experimental.nn.util.negloglik
tfp.experimental.nn.util.prepare_conv_args
tfp.experimental.nn.util.prepare_strides
tfp.experimental.nn.util.prepare_tuple_argument
tfp.experimental.nn.util.tfcompile
tfp.experimental.nn.util.trace
tfp.experimental.nn.util.tune_dataset
tfp.experimental.nn.util.variables_load
tfp.experimental.nn.util.variables_save
tfp.experimental.nn.util.variables_summary
tfp.experimental.parallel_filter
tfp.experimental.parallel_filter.kalman_filter
tfp.experimental.parallel_filter.sample_walk
tfp.experimental.register_composite
tfp.experimental.sequential
tfp.experimental.sequential.EnsembleKalmanFilterState
tfp.experimental.sequential.IteratedFilter
tfp.experimental.sequential.ensemble_adjustment_kalman_filter_update
tfp.experimental.sequential.ensemble_kalman_filter_predict
tfp.experimental.sequential.ensemble_kalman_filter_update
tfp.experimental.sequential.extended_kalman_filter
tfp.experimental.sequential.geometric_cooling_schedule
tfp.experimental.sequential.inflate_by_scaled_identity_fn
tfp.experimental.stats
tfp.experimental.stats.RunningCentralMoments
tfp.experimental.stats.RunningCovariance
tfp.experimental.stats.RunningMean
tfp.experimental.stats.RunningPotentialScaleReduction
tfp.experimental.stats.RunningVariance
tfp.experimental.substrates
tfp.experimental.substrates.jax
tfp.experimental.substrates.jax.bijectors
tfp.experimental.substrates.jax.bijectors.AbsoluteValue
tfp.experimental.substrates.jax.bijectors.Affine
tfp.experimental.substrates.jax.bijectors.AffineLinearOperator
tfp.experimental.substrates.jax.bijectors.AffineScalar
tfp.experimental.substrates.jax.bijectors.Ascending
tfp.experimental.substrates.jax.bijectors.AutoregressiveNetwork
tfp.experimental.substrates.jax.bijectors.Bijector
tfp.experimental.substrates.jax.bijectors.Blockwise
tfp.experimental.substrates.jax.bijectors.Chain
tfp.experimental.substrates.jax.bijectors.CholeskyOuterProduct
tfp.experimental.substrates.jax.bijectors.CholeskyToInvCholesky
tfp.experimental.substrates.jax.bijectors.Composition
tfp.experimental.substrates.jax.bijectors.CorrelationCholesky
tfp.experimental.substrates.jax.bijectors.Cumsum
tfp.experimental.substrates.jax.bijectors.Exp
tfp.experimental.substrates.jax.bijectors.Expm1
tfp.experimental.substrates.jax.bijectors.FillScaleTriL
tfp.experimental.substrates.jax.bijectors.FillTriangular
tfp.experimental.substrates.jax.bijectors.FrechetCDF
tfp.experimental.substrates.jax.bijectors.GeneralizedExtremeValueCDF
tfp.experimental.substrates.jax.bijectors.GeneralizedPareto
tfp.experimental.substrates.jax.bijectors.GompertzCDF
tfp.experimental.substrates.jax.bijectors.GumbelCDF
tfp.experimental.substrates.jax.bijectors.Identity
tfp.experimental.substrates.jax.bijectors.Inline
tfp.experimental.substrates.jax.bijectors.Invert
tfp.experimental.substrates.jax.bijectors.IteratedSigmoidCentered
tfp.experimental.substrates.jax.bijectors.JointMap
tfp.experimental.substrates.jax.bijectors.KumaraswamyCDF
tfp.experimental.substrates.jax.bijectors.LambertWTail
tfp.experimental.substrates.jax.bijectors.Log
tfp.experimental.substrates.jax.bijectors.Log1p
tfp.experimental.substrates.jax.bijectors.MaskedAutoregressiveFlow
tfp.experimental.substrates.jax.bijectors.MatrixInverseTriL
tfp.experimental.substrates.jax.bijectors.MatvecLU
tfp.experimental.substrates.jax.bijectors.MoyalCDF
tfp.experimental.substrates.jax.bijectors.NormalCDF
tfp.experimental.substrates.jax.bijectors.Ordered
tfp.experimental.substrates.jax.bijectors.Pad
tfp.experimental.substrates.jax.bijectors.Permute
tfp.experimental.substrates.jax.bijectors.Power
tfp.experimental.substrates.jax.bijectors.PowerTransform
tfp.experimental.substrates.jax.bijectors.RationalQuadraticSpline
tfp.experimental.substrates.jax.bijectors.RayleighCDF
tfp.experimental.substrates.jax.bijectors.RealNVP
tfp.experimental.substrates.jax.bijectors.Reciprocal
tfp.experimental.substrates.jax.bijectors.Reshape
tfp.experimental.substrates.jax.bijectors.Restructure
tfp.experimental.substrates.jax.bijectors.Scale
tfp.experimental.substrates.jax.bijectors.ScaleMatvecDiag
tfp.experimental.substrates.jax.bijectors.ScaleMatvecLU
tfp.experimental.substrates.jax.bijectors.ScaleMatvecLinearOperator
tfp.experimental.substrates.jax.bijectors.ScaleMatvecLinearOperatorBlock
tfp.experimental.substrates.jax.bijectors.ScaleMatvecTriL
tfp.experimental.substrates.jax.bijectors.Shift
tfp.experimental.substrates.jax.bijectors.ShiftedGompertzCDF
tfp.experimental.substrates.jax.bijectors.Sigmoid
tfp.experimental.substrates.jax.bijectors.Sinh
tfp.experimental.substrates.jax.bijectors.SinhArcsinh
tfp.experimental.substrates.jax.bijectors.SoftClip
tfp.experimental.substrates.jax.bijectors.Softfloor
tfp.experimental.substrates.jax.bijectors.SoftmaxCentered
tfp.experimental.substrates.jax.bijectors.Softplus
tfp.experimental.substrates.jax.bijectors.Softsign
tfp.experimental.substrates.jax.bijectors.Split
tfp.experimental.substrates.jax.bijectors.Square
tfp.experimental.substrates.jax.bijectors.Tanh
tfp.experimental.substrates.jax.bijectors.TransformDiagonal
tfp.experimental.substrates.jax.bijectors.Transpose
tfp.experimental.substrates.jax.bijectors.WeibullCDF
tfp.experimental.substrates.jax.bijectors.masked_autoregressive_default_template
tfp.experimental.substrates.jax.bijectors.masked_dense
tfp.experimental.substrates.jax.bijectors.real_nvp_default_template
tfp.experimental.substrates.jax.distributions
tfp.experimental.substrates.jax.distributions.Autoregressive
tfp.experimental.substrates.jax.distributions.BatchReshape
tfp.experimental.substrates.jax.distributions.Bates
tfp.experimental.substrates.jax.distributions.Bernoulli
tfp.experimental.substrates.jax.distributions.Beta
tfp.experimental.substrates.jax.distributions.BetaBinomial
tfp.experimental.substrates.jax.distributions.Binomial
tfp.experimental.substrates.jax.distributions.Blockwise
tfp.experimental.substrates.jax.distributions.Categorical
tfp.experimental.substrates.jax.distributions.Cauchy
tfp.experimental.substrates.jax.distributions.Chi
tfp.experimental.substrates.jax.distributions.Chi2
tfp.experimental.substrates.jax.distributions.CholeskyLKJ
tfp.experimental.substrates.jax.distributions.Deterministic
tfp.experimental.substrates.jax.distributions.Dirichlet
tfp.experimental.substrates.jax.distributions.DirichletMultinomial
tfp.experimental.substrates.jax.distributions.Distribution
tfp.experimental.substrates.jax.distributions.DoublesidedMaxwell
tfp.experimental.substrates.jax.distributions.Empirical
tfp.experimental.substrates.jax.distributions.ExpGamma
tfp.experimental.substrates.jax.distributions.ExpInverseGamma
tfp.experimental.substrates.jax.distributions.ExpRelaxedOneHotCategorical
tfp.experimental.substrates.jax.distributions.Exponential
tfp.experimental.substrates.jax.distributions.ExponentiallyModifiedGaussian
tfp.experimental.substrates.jax.distributions.Gamma
tfp.experimental.substrates.jax.distributions.GammaGamma
tfp.experimental.substrates.jax.distributions.GaussianProcess
tfp.experimental.substrates.jax.distributions.GaussianProcessRegressionModel
tfp.experimental.substrates.jax.distributions.GeneralizedExtremeValue
tfp.experimental.substrates.jax.distributions.GeneralizedNormal
tfp.experimental.substrates.jax.distributions.GeneralizedPareto
tfp.experimental.substrates.jax.distributions.Geometric
tfp.experimental.substrates.jax.distributions.Gumbel
tfp.experimental.substrates.jax.distributions.HalfCauchy
tfp.experimental.substrates.jax.distributions.HalfNormal
tfp.experimental.substrates.jax.distributions.HalfStudentT
tfp.experimental.substrates.jax.distributions.HiddenMarkovModel
tfp.experimental.substrates.jax.distributions.Horseshoe
tfp.experimental.substrates.jax.distributions.Independent
tfp.experimental.substrates.jax.distributions.InverseGamma
tfp.experimental.substrates.jax.distributions.InverseGaussian
tfp.experimental.substrates.jax.distributions.JohnsonSU
tfp.experimental.substrates.jax.distributions.JointDistribution
tfp.experimental.substrates.jax.distributions.JointDistributionCoroutine
tfp.experimental.substrates.jax.distributions.JointDistributionCoroutine.Root
tfp.experimental.substrates.jax.distributions.JointDistributionCoroutineAutoBatched
tfp.experimental.substrates.jax.distributions.JointDistributionCoroutineAutoBatched.Root
tfp.experimental.substrates.jax.distributions.JointDistributionNamed
tfp.experimental.substrates.jax.distributions.JointDistributionNamedAutoBatched
tfp.experimental.substrates.jax.distributions.JointDistributionSequential
tfp.experimental.substrates.jax.distributions.JointDistributionSequentialAutoBatched
tfp.experimental.substrates.jax.distributions.Kumaraswamy
tfp.experimental.substrates.jax.distributions.LKJ
tfp.experimental.substrates.jax.distributions.Laplace
tfp.experimental.substrates.jax.distributions.LinearGaussianStateSpaceModel
tfp.experimental.substrates.jax.distributions.LogLogistic
tfp.experimental.substrates.jax.distributions.LogNormal
tfp.experimental.substrates.jax.distributions.Logistic
tfp.experimental.substrates.jax.distributions.LogitNormal
tfp.experimental.substrates.jax.distributions.MixtureSameFamily
tfp.experimental.substrates.jax.distributions.Moyal
tfp.experimental.substrates.jax.distributions.Multinomial
tfp.experimental.substrates.jax.distributions.MultivariateNormalDiag
tfp.experimental.substrates.jax.distributions.MultivariateNormalDiagPlusLowRank
tfp.experimental.substrates.jax.distributions.MultivariateNormalFullCovariance
tfp.experimental.substrates.jax.distributions.MultivariateNormalLinearOperator
tfp.experimental.substrates.jax.distributions.MultivariateNormalTriL
tfp.experimental.substrates.jax.distributions.MultivariateStudentTLinearOperator
tfp.experimental.substrates.jax.distributions.NegativeBinomial
tfp.experimental.substrates.jax.distributions.Normal
tfp.experimental.substrates.jax.distributions.OneHotCategorical
tfp.experimental.substrates.jax.distributions.OrderedLogistic
tfp.experimental.substrates.jax.distributions.PERT
tfp.experimental.substrates.jax.distributions.Pareto
tfp.experimental.substrates.jax.distributions.PlackettLuce
tfp.experimental.substrates.jax.distributions.Poisson
tfp.experimental.substrates.jax.distributions.PoissonLogNormalQuadratureCompound
tfp.experimental.substrates.jax.distributions.PowerSpherical
tfp.experimental.substrates.jax.distributions.ProbitBernoulli
tfp.experimental.substrates.jax.distributions.QuantizedDistribution
tfp.experimental.substrates.jax.distributions.RegisterKL
tfp.experimental.substrates.jax.distributions.RelaxedBernoulli
tfp.experimental.substrates.jax.distributions.RelaxedOneHotCategorical
tfp.experimental.substrates.jax.distributions.ReparameterizationType
tfp.experimental.substrates.jax.distributions.Sample
tfp.experimental.substrates.jax.distributions.SinhArcsinh
tfp.experimental.substrates.jax.distributions.Skellam
tfp.experimental.substrates.jax.distributions.SphericalUniform
tfp.experimental.substrates.jax.distributions.StoppingRatioLogistic
tfp.experimental.substrates.jax.distributions.StudentT
tfp.experimental.substrates.jax.distributions.StudentTProcess
tfp.experimental.substrates.jax.distributions.TransformedDistribution
tfp.experimental.substrates.jax.distributions.Triangular
tfp.experimental.substrates.jax.distributions.TruncatedCauchy
tfp.experimental.substrates.jax.distributions.TruncatedNormal
tfp.experimental.substrates.jax.distributions.Uniform
tfp.experimental.substrates.jax.distributions.VariationalGaussianProcess
tfp.experimental.substrates.jax.distributions.VectorDeterministic
tfp.experimental.substrates.jax.distributions.VectorExponentialDiag
tfp.experimental.substrates.jax.distributions.VonMises
tfp.experimental.substrates.jax.distributions.VonMisesFisher
tfp.experimental.substrates.jax.distributions.Weibull
tfp.experimental.substrates.jax.distributions.WishartLinearOperator
tfp.experimental.substrates.jax.distributions.WishartTriL
tfp.experimental.substrates.jax.distributions.independent_joint_distribution_from_structure
tfp.experimental.substrates.jax.distributions.kl_divergence
tfp.experimental.substrates.jax.distributions.mvn_conjugate_linear_update
tfp.experimental.substrates.jax.distributions.normal_conjugates_known_scale_posterior
tfp.experimental.substrates.jax.distributions.normal_conjugates_known_scale_predictive
tfp.experimental.substrates.jax.distributions.quadrature_scheme_lognormal_gauss_hermite
tfp.experimental.substrates.jax.distributions.quadrature_scheme_lognormal_quantiles
tfp.experimental.substrates.jax.math
tfp.experimental.substrates.jax.math.batch_interp_regular_1d_grid
tfp.experimental.substrates.jax.math.batch_interp_regular_nd_grid
tfp.experimental.substrates.jax.math.bessel_iv_ratio
tfp.experimental.substrates.jax.math.bessel_ive
tfp.experimental.substrates.jax.math.bessel_kve
tfp.experimental.substrates.jax.math.bracket_root
tfp.experimental.substrates.jax.math.cholesky_concat
tfp.experimental.substrates.jax.math.cholesky_update
tfp.experimental.substrates.jax.math.clip_by_value_preserve_gradient
tfp.experimental.substrates.jax.math.custom_gradient
tfp.experimental.substrates.jax.math.diag_jacobian
tfp.experimental.substrates.jax.math.erfcinv
tfp.experimental.substrates.jax.math.fill_triangular
tfp.experimental.substrates.jax.math.fill_triangular_inverse
tfp.experimental.substrates.jax.math.find_root_chandrupatla
tfp.experimental.substrates.jax.math.find_root_secant
tfp.experimental.substrates.jax.math.gram_schmidt
tfp.experimental.substrates.jax.math.interp_regular_1d_grid
tfp.experimental.substrates.jax.math.lambertw
tfp.experimental.substrates.jax.math.lambertw_winitzki_approx
tfp.experimental.substrates.jax.math.lbeta
tfp.experimental.substrates.jax.math.log1mexp
tfp.experimental.substrates.jax.math.log1psquare
tfp.experimental.substrates.jax.math.log_add_exp
tfp.experimental.substrates.jax.math.log_bessel_ive
tfp.experimental.substrates.jax.math.log_combinations
tfp.experimental.substrates.jax.math.log_cosh
tfp.experimental.substrates.jax.math.log_cumsum_exp
tfp.experimental.substrates.jax.math.log_gamma_correction
tfp.experimental.substrates.jax.math.log_gamma_difference
tfp.experimental.substrates.jax.math.log_sub_exp
tfp.experimental.substrates.jax.math.lu_matrix_inverse
tfp.experimental.substrates.jax.math.lu_reconstruct
tfp.experimental.substrates.jax.math.lu_solve
tfp.experimental.substrates.jax.math.pivoted_cholesky
tfp.experimental.substrates.jax.math.psd_kernels
tfp.experimental.substrates.jax.math.psd_kernels.ExpSinSquared
tfp.experimental.substrates.jax.math.psd_kernels.ExponentiatedQuadratic
tfp.experimental.substrates.jax.math.psd_kernels.FeatureScaled
tfp.experimental.substrates.jax.math.psd_kernels.FeatureTransformed
tfp.experimental.substrates.jax.math.psd_kernels.GeneralizedMatern
tfp.experimental.substrates.jax.math.psd_kernels.KumaraswamyTransformed
tfp.experimental.substrates.jax.math.psd_kernels.Linear
tfp.experimental.substrates.jax.math.psd_kernels.MaternFiveHalves
tfp.experimental.substrates.jax.math.psd_kernels.MaternOneHalf
tfp.experimental.substrates.jax.math.psd_kernels.MaternThreeHalves
tfp.experimental.substrates.jax.math.psd_kernels.Parabolic
tfp.experimental.substrates.jax.math.psd_kernels.Polynomial
tfp.experimental.substrates.jax.math.psd_kernels.PositiveSemidefiniteKernel
tfp.experimental.substrates.jax.math.psd_kernels.RationalQuadratic
tfp.experimental.substrates.jax.math.psd_kernels.SchurComplement
tfp.experimental.substrates.jax.math.random_rademacher
tfp.experimental.substrates.jax.math.random_rayleigh
tfp.experimental.substrates.jax.math.reduce_kahan_sum
tfp.experimental.substrates.jax.math.reduce_log_harmonic_mean_exp
tfp.experimental.substrates.jax.math.reduce_logmeanexp
tfp.experimental.substrates.jax.math.reduce_weighted_logsumexp
tfp.experimental.substrates.jax.math.round_exponential_bump_function
tfp.experimental.substrates.jax.math.scan_associative
tfp.experimental.substrates.jax.math.secant_root
tfp.experimental.substrates.jax.math.smootherstep
tfp.experimental.substrates.jax.math.soft_sorting_matrix
tfp.experimental.substrates.jax.math.soft_threshold
tfp.experimental.substrates.jax.math.softplus_inverse
tfp.experimental.substrates.jax.math.sparse_or_dense_matmul
tfp.experimental.substrates.jax.math.sparse_or_dense_matvecmul
tfp.experimental.substrates.jax.math.value_and_gradient
tfp.experimental.substrates.jax.mcmc
tfp.experimental.substrates.jax.mcmc.CheckpointableStatesAndTrace
tfp.experimental.substrates.jax.mcmc.DualAveragingStepSizeAdaptation
tfp.experimental.substrates.jax.mcmc.HamiltonianMonteCarlo
tfp.experimental.substrates.jax.mcmc.MetropolisAdjustedLangevinAlgorithm
tfp.experimental.substrates.jax.mcmc.MetropolisHastings
tfp.experimental.substrates.jax.mcmc.NoUTurnSampler
tfp.experimental.substrates.jax.mcmc.RandomWalkMetropolis
tfp.experimental.substrates.jax.mcmc.ReplicaExchangeMC
tfp.experimental.substrates.jax.mcmc.SimpleStepSizeAdaptation
tfp.experimental.substrates.jax.mcmc.SliceSampler
tfp.experimental.substrates.jax.mcmc.StatesAndTrace
tfp.experimental.substrates.jax.mcmc.TransformedTransitionKernel
tfp.experimental.substrates.jax.mcmc.TransitionKernel
tfp.experimental.substrates.jax.mcmc.UncalibratedHamiltonianMonteCarlo
tfp.experimental.substrates.jax.mcmc.UncalibratedLangevin
tfp.experimental.substrates.jax.mcmc.UncalibratedRandomWalk
tfp.experimental.substrates.jax.mcmc.default_swap_proposal_fn
tfp.experimental.substrates.jax.mcmc.effective_sample_size
tfp.experimental.substrates.jax.mcmc.even_odd_swap_proposal_fn
tfp.experimental.substrates.jax.mcmc.make_simple_step_size_update_policy
tfp.experimental.substrates.jax.mcmc.potential_scale_reduction
tfp.experimental.substrates.jax.mcmc.random_walk_normal_fn
tfp.experimental.substrates.jax.mcmc.random_walk_uniform_fn
tfp.experimental.substrates.jax.mcmc.sample_annealed_importance_chain
tfp.experimental.substrates.jax.mcmc.sample_chain
tfp.experimental.substrates.jax.mcmc.sample_halton_sequence
tfp.experimental.substrates.jax.optimizer
tfp.experimental.substrates.jax.optimizer.bfgs_minimize
tfp.experimental.substrates.jax.optimizer.converged_all
tfp.experimental.substrates.jax.optimizer.converged_any
tfp.experimental.substrates.jax.optimizer.lbfgs_minimize
tfp.experimental.substrates.jax.optimizer.linesearch
tfp.experimental.substrates.jax.optimizer.linesearch.hager_zhang
tfp.experimental.substrates.jax.optimizer.nelder_mead_minimize
tfp.experimental.substrates.jax.optimizer.nelder_mead_one_step
tfp.experimental.substrates.jax.random
tfp.experimental.substrates.jax.random.rademacher
tfp.experimental.substrates.jax.random.rayleigh
tfp.experimental.substrates.jax.random.spherical_uniform
tfp.experimental.substrates.jax.random.split_seed
tfp.experimental.substrates.jax.stats
tfp.experimental.substrates.jax.stats.assign_log_moving_mean_exp
tfp.experimental.substrates.jax.stats.assign_moving_mean_variance
tfp.experimental.substrates.jax.stats.auto_correlation
tfp.experimental.substrates.jax.stats.brier_decomposition
tfp.experimental.substrates.jax.stats.brier_score
tfp.experimental.substrates.jax.stats.cholesky_covariance
tfp.experimental.substrates.jax.stats.correlation
tfp.experimental.substrates.jax.stats.count_integers
tfp.experimental.substrates.jax.stats.covariance
tfp.experimental.substrates.jax.stats.expected_calibration_error
tfp.experimental.substrates.jax.stats.expected_calibration_error_quantiles
tfp.experimental.substrates.jax.stats.find_bins
tfp.experimental.substrates.jax.stats.histogram
tfp.experimental.substrates.jax.stats.log_average_probs
tfp.experimental.substrates.jax.stats.log_loomean_exp
tfp.experimental.substrates.jax.stats.log_loosum_exp
tfp.experimental.substrates.jax.stats.log_soomean_exp
tfp.experimental.substrates.jax.stats.log_soosum_exp
tfp.experimental.substrates.jax.stats.moving_mean_variance_zero_debiased
tfp.experimental.substrates.jax.stats.percentile
tfp.experimental.substrates.jax.stats.quantiles
tfp.experimental.substrates.jax.stats.stddev
tfp.experimental.substrates.jax.stats.variance
tfp.experimental.substrates.jax.util
tfp.experimental.substrates.jax.util.DeferredTensor
tfp.experimental.substrates.jax.util.SeedStream
tfp.experimental.substrates.jax.util.TransformedVariable
tfp.experimental.substrates.numpy
tfp.experimental.substrates.numpy.bijectors
tfp.experimental.substrates.numpy.bijectors.AbsoluteValue
tfp.experimental.substrates.numpy.bijectors.Affine
tfp.experimental.substrates.numpy.bijectors.AffineLinearOperator
tfp.experimental.substrates.numpy.bijectors.AffineScalar
tfp.experimental.substrates.numpy.bijectors.Ascending
tfp.experimental.substrates.numpy.bijectors.AutoregressiveNetwork
tfp.experimental.substrates.numpy.bijectors.Bijector
tfp.experimental.substrates.numpy.bijectors.Blockwise
tfp.experimental.substrates.numpy.bijectors.Chain
tfp.experimental.substrates.numpy.bijectors.CholeskyOuterProduct
tfp.experimental.substrates.numpy.bijectors.CholeskyToInvCholesky
tfp.experimental.substrates.numpy.bijectors.Composition
tfp.experimental.substrates.numpy.bijectors.CorrelationCholesky
tfp.experimental.substrates.numpy.bijectors.Cumsum
tfp.experimental.substrates.numpy.bijectors.Exp
tfp.experimental.substrates.numpy.bijectors.Expm1
tfp.experimental.substrates.numpy.bijectors.FillScaleTriL
tfp.experimental.substrates.numpy.bijectors.FillTriangular
tfp.experimental.substrates.numpy.bijectors.FrechetCDF
tfp.experimental.substrates.numpy.bijectors.GeneralizedExtremeValueCDF
tfp.experimental.substrates.numpy.bijectors.GeneralizedPareto
tfp.experimental.substrates.numpy.bijectors.GompertzCDF
tfp.experimental.substrates.numpy.bijectors.GumbelCDF
tfp.experimental.substrates.numpy.bijectors.Identity
tfp.experimental.substrates.numpy.bijectors.Inline
tfp.experimental.substrates.numpy.bijectors.Invert
tfp.experimental.substrates.numpy.bijectors.IteratedSigmoidCentered
tfp.experimental.substrates.numpy.bijectors.JointMap
tfp.experimental.substrates.numpy.bijectors.KumaraswamyCDF
tfp.experimental.substrates.numpy.bijectors.LambertWTail
tfp.experimental.substrates.numpy.bijectors.Log
tfp.experimental.substrates.numpy.bijectors.Log1p
tfp.experimental.substrates.numpy.bijectors.MaskedAutoregressiveFlow
tfp.experimental.substrates.numpy.bijectors.MatrixInverseTriL
tfp.experimental.substrates.numpy.bijectors.MatvecLU
tfp.experimental.substrates.numpy.bijectors.MoyalCDF
tfp.experimental.substrates.numpy.bijectors.NormalCDF
tfp.experimental.substrates.numpy.bijectors.Ordered
tfp.experimental.substrates.numpy.bijectors.Pad
tfp.experimental.substrates.numpy.bijectors.Permute
tfp.experimental.substrates.numpy.bijectors.Power
tfp.experimental.substrates.numpy.bijectors.PowerTransform
tfp.experimental.substrates.numpy.bijectors.RationalQuadraticSpline
tfp.experimental.substrates.numpy.bijectors.RayleighCDF
tfp.experimental.substrates.numpy.bijectors.RealNVP
tfp.experimental.substrates.numpy.bijectors.Reciprocal
tfp.experimental.substrates.numpy.bijectors.Reshape
tfp.experimental.substrates.numpy.bijectors.Restructure
tfp.experimental.substrates.numpy.bijectors.Scale
tfp.experimental.substrates.numpy.bijectors.ScaleMatvecDiag
tfp.experimental.substrates.numpy.bijectors.ScaleMatvecLU
tfp.experimental.substrates.numpy.bijectors.ScaleMatvecLinearOperator
tfp.experimental.substrates.numpy.bijectors.ScaleMatvecLinearOperatorBlock
tfp.experimental.substrates.numpy.bijectors.ScaleMatvecTriL
tfp.experimental.substrates.numpy.bijectors.Shift
tfp.experimental.substrates.numpy.bijectors.ShiftedGompertzCDF
tfp.experimental.substrates.numpy.bijectors.Sigmoid
tfp.experimental.substrates.numpy.bijectors.Sinh
tfp.experimental.substrates.numpy.bijectors.SinhArcsinh
tfp.experimental.substrates.numpy.bijectors.SoftClip
tfp.experimental.substrates.numpy.bijectors.Softfloor
tfp.experimental.substrates.numpy.bijectors.SoftmaxCentered
tfp.experimental.substrates.numpy.bijectors.Softplus
tfp.experimental.substrates.numpy.bijectors.Softsign
tfp.experimental.substrates.numpy.bijectors.Split
tfp.experimental.substrates.numpy.bijectors.Square
tfp.experimental.substrates.numpy.bijectors.Tanh
tfp.experimental.substrates.numpy.bijectors.TransformDiagonal
tfp.experimental.substrates.numpy.bijectors.Transpose
tfp.experimental.substrates.numpy.bijectors.WeibullCDF
tfp.experimental.substrates.numpy.bijectors.masked_autoregressive_default_template
tfp.experimental.substrates.numpy.bijectors.masked_dense
tfp.experimental.substrates.numpy.bijectors.real_nvp_default_template
tfp.experimental.substrates.numpy.distributions
tfp.experimental.substrates.numpy.distributions.Autoregressive
tfp.experimental.substrates.numpy.distributions.BatchReshape
tfp.experimental.substrates.numpy.distributions.Bates
tfp.experimental.substrates.numpy.distributions.Bernoulli
tfp.experimental.substrates.numpy.distributions.Beta
tfp.experimental.substrates.numpy.distributions.BetaBinomial
tfp.experimental.substrates.numpy.distributions.Binomial
tfp.experimental.substrates.numpy.distributions.Blockwise
tfp.experimental.substrates.numpy.distributions.Categorical
tfp.experimental.substrates.numpy.distributions.Cauchy
tfp.experimental.substrates.numpy.distributions.Chi
tfp.experimental.substrates.numpy.distributions.Chi2
tfp.experimental.substrates.numpy.distributions.CholeskyLKJ
tfp.experimental.substrates.numpy.distributions.Deterministic
tfp.experimental.substrates.numpy.distributions.Dirichlet
tfp.experimental.substrates.numpy.distributions.DirichletMultinomial
tfp.experimental.substrates.numpy.distributions.Distribution
tfp.experimental.substrates.numpy.distributions.DoublesidedMaxwell
tfp.experimental.substrates.numpy.distributions.Empirical
tfp.experimental.substrates.numpy.distributions.ExpGamma
tfp.experimental.substrates.numpy.distributions.ExpInverseGamma
tfp.experimental.substrates.numpy.distributions.ExpRelaxedOneHotCategorical
tfp.experimental.substrates.numpy.distributions.Exponential
tfp.experimental.substrates.numpy.distributions.ExponentiallyModifiedGaussian
tfp.experimental.substrates.numpy.distributions.Gamma
tfp.experimental.substrates.numpy.distributions.GammaGamma
tfp.experimental.substrates.numpy.distributions.GaussianProcess
tfp.experimental.substrates.numpy.distributions.GaussianProcessRegressionModel
tfp.experimental.substrates.numpy.distributions.GeneralizedExtremeValue
tfp.experimental.substrates.numpy.distributions.GeneralizedNormal
tfp.experimental.substrates.numpy.distributions.GeneralizedPareto
tfp.experimental.substrates.numpy.distributions.Geometric
tfp.experimental.substrates.numpy.distributions.Gumbel
tfp.experimental.substrates.numpy.distributions.HalfCauchy
tfp.experimental.substrates.numpy.distributions.HalfNormal
tfp.experimental.substrates.numpy.distributions.HalfStudentT
tfp.experimental.substrates.numpy.distributions.HiddenMarkovModel
tfp.experimental.substrates.numpy.distributions.Horseshoe
tfp.experimental.substrates.numpy.distributions.Independent
tfp.experimental.substrates.numpy.distributions.InverseGamma
tfp.experimental.substrates.numpy.distributions.InverseGaussian
tfp.experimental.substrates.numpy.distributions.JohnsonSU
tfp.experimental.substrates.numpy.distributions.JointDistribution
tfp.experimental.substrates.numpy.distributions.JointDistributionCoroutine
tfp.experimental.substrates.numpy.distributions.JointDistributionCoroutine.Root
tfp.experimental.substrates.numpy.distributions.JointDistributionCoroutineAutoBatched
tfp.experimental.substrates.numpy.distributions.JointDistributionCoroutineAutoBatched.Root
tfp.experimental.substrates.numpy.distributions.JointDistributionNamed
tfp.experimental.substrates.numpy.distributions.JointDistributionNamedAutoBatched
tfp.experimental.substrates.numpy.distributions.JointDistributionSequential
tfp.experimental.substrates.numpy.distributions.JointDistributionSequentialAutoBatched
tfp.experimental.substrates.numpy.distributions.Kumaraswamy
tfp.experimental.substrates.numpy.distributions.LKJ
tfp.experimental.substrates.numpy.distributions.Laplace
tfp.experimental.substrates.numpy.distributions.LinearGaussianStateSpaceModel
tfp.experimental.substrates.numpy.distributions.LogLogistic
tfp.experimental.substrates.numpy.distributions.LogNormal
tfp.experimental.substrates.numpy.distributions.Logistic
tfp.experimental.substrates.numpy.distributions.LogitNormal
tfp.experimental.substrates.numpy.distributions.MixtureSameFamily
tfp.experimental.substrates.numpy.distributions.Moyal
tfp.experimental.substrates.numpy.distributions.Multinomial
tfp.experimental.substrates.numpy.distributions.MultivariateNormalDiag
tfp.experimental.substrates.numpy.distributions.MultivariateNormalDiagPlusLowRank
tfp.experimental.substrates.numpy.distributions.MultivariateNormalFullCovariance
tfp.experimental.substrates.numpy.distributions.MultivariateNormalLinearOperator
tfp.experimental.substrates.numpy.distributions.MultivariateNormalTriL
tfp.experimental.substrates.numpy.distributions.MultivariateStudentTLinearOperator
tfp.experimental.substrates.numpy.distributions.NegativeBinomial
tfp.experimental.substrates.numpy.distributions.Normal
tfp.experimental.substrates.numpy.distributions.OneHotCategorical
tfp.experimental.substrates.numpy.distributions.OrderedLogistic
tfp.experimental.substrates.numpy.distributions.PERT
tfp.experimental.substrates.numpy.distributions.Pareto
tfp.experimental.substrates.numpy.distributions.PlackettLuce
tfp.experimental.substrates.numpy.distributions.Poisson
tfp.experimental.substrates.numpy.distributions.PoissonLogNormalQuadratureCompound
tfp.experimental.substrates.numpy.distributions.PowerSpherical
tfp.experimental.substrates.numpy.distributions.ProbitBernoulli
tfp.experimental.substrates.numpy.distributions.QuantizedDistribution
tfp.experimental.substrates.numpy.distributions.RegisterKL
tfp.experimental.substrates.numpy.distributions.RelaxedBernoulli
tfp.experimental.substrates.numpy.distributions.RelaxedOneHotCategorical
tfp.experimental.substrates.numpy.distributions.ReparameterizationType
tfp.experimental.substrates.numpy.distributions.Sample
tfp.experimental.substrates.numpy.distributions.SinhArcsinh
tfp.experimental.substrates.numpy.distributions.Skellam
tfp.experimental.substrates.numpy.distributions.SphericalUniform
tfp.experimental.substrates.numpy.distributions.StoppingRatioLogistic
tfp.experimental.substrates.numpy.distributions.StudentT
tfp.experimental.substrates.numpy.distributions.StudentTProcess
tfp.experimental.substrates.numpy.distributions.TransformedDistribution
tfp.experimental.substrates.numpy.distributions.Triangular
tfp.experimental.substrates.numpy.distributions.TruncatedCauchy
tfp.experimental.substrates.numpy.distributions.TruncatedNormal
tfp.experimental.substrates.numpy.distributions.Uniform
tfp.experimental.substrates.numpy.distributions.VariationalGaussianProcess
tfp.experimental.substrates.numpy.distributions.VectorDeterministic
tfp.experimental.substrates.numpy.distributions.VectorExponentialDiag
tfp.experimental.substrates.numpy.distributions.VonMises
tfp.experimental.substrates.numpy.distributions.VonMisesFisher
tfp.experimental.substrates.numpy.distributions.Weibull
tfp.experimental.substrates.numpy.distributions.WishartLinearOperator
tfp.experimental.substrates.numpy.distributions.WishartTriL
tfp.experimental.substrates.numpy.distributions.independent_joint_distribution_from_structure
tfp.experimental.substrates.numpy.distributions.kl_divergence
tfp.experimental.substrates.numpy.distributions.mvn_conjugate_linear_update
tfp.experimental.substrates.numpy.distributions.normal_conjugates_known_scale_posterior
tfp.experimental.substrates.numpy.distributions.normal_conjugates_known_scale_predictive
tfp.experimental.substrates.numpy.distributions.quadrature_scheme_lognormal_gauss_hermite
tfp.experimental.substrates.numpy.distributions.quadrature_scheme_lognormal_quantiles
tfp.experimental.substrates.numpy.math
tfp.experimental.substrates.numpy.math.batch_interp_regular_1d_grid
tfp.experimental.substrates.numpy.math.batch_interp_regular_nd_grid
tfp.experimental.substrates.numpy.math.bessel_iv_ratio
tfp.experimental.substrates.numpy.math.bessel_ive
tfp.experimental.substrates.numpy.math.bessel_kve
tfp.experimental.substrates.numpy.math.bracket_root
tfp.experimental.substrates.numpy.math.cholesky_concat
tfp.experimental.substrates.numpy.math.cholesky_update
tfp.experimental.substrates.numpy.math.clip_by_value_preserve_gradient
tfp.experimental.substrates.numpy.math.custom_gradient
tfp.experimental.substrates.numpy.math.diag_jacobian
tfp.experimental.substrates.numpy.math.erfcinv
tfp.experimental.substrates.numpy.math.fill_triangular
tfp.experimental.substrates.numpy.math.fill_triangular_inverse
tfp.experimental.substrates.numpy.math.find_root_chandrupatla
tfp.experimental.substrates.numpy.math.find_root_secant
tfp.experimental.substrates.numpy.math.gram_schmidt
tfp.experimental.substrates.numpy.math.interp_regular_1d_grid
tfp.experimental.substrates.numpy.math.lambertw
tfp.experimental.substrates.numpy.math.lambertw_winitzki_approx
tfp.experimental.substrates.numpy.math.lbeta
tfp.experimental.substrates.numpy.math.log1mexp
tfp.experimental.substrates.numpy.math.log1psquare
tfp.experimental.substrates.numpy.math.log_add_exp
tfp.experimental.substrates.numpy.math.log_bessel_ive
tfp.experimental.substrates.numpy.math.log_combinations
tfp.experimental.substrates.numpy.math.log_cosh
tfp.experimental.substrates.numpy.math.log_cumsum_exp
tfp.experimental.substrates.numpy.math.log_gamma_correction
tfp.experimental.substrates.numpy.math.log_gamma_difference
tfp.experimental.substrates.numpy.math.log_sub_exp
tfp.experimental.substrates.numpy.math.lu_matrix_inverse
tfp.experimental.substrates.numpy.math.lu_reconstruct
tfp.experimental.substrates.numpy.math.lu_solve
tfp.experimental.substrates.numpy.math.pivoted_cholesky
tfp.experimental.substrates.numpy.math.psd_kernels
tfp.experimental.substrates.numpy.math.psd_kernels.ExpSinSquared
tfp.experimental.substrates.numpy.math.psd_kernels.ExponentiatedQuadratic
tfp.experimental.substrates.numpy.math.psd_kernels.FeatureScaled
tfp.experimental.substrates.numpy.math.psd_kernels.FeatureTransformed
tfp.experimental.substrates.numpy.math.psd_kernels.GeneralizedMatern
tfp.experimental.substrates.numpy.math.psd_kernels.KumaraswamyTransformed
tfp.experimental.substrates.numpy.math.psd_kernels.Linear
tfp.experimental.substrates.numpy.math.psd_kernels.MaternFiveHalves
tfp.experimental.substrates.numpy.math.psd_kernels.MaternOneHalf
tfp.experimental.substrates.numpy.math.psd_kernels.MaternThreeHalves
tfp.experimental.substrates.numpy.math.psd_kernels.Parabolic
tfp.experimental.substrates.numpy.math.psd_kernels.Polynomial
tfp.experimental.substrates.numpy.math.psd_kernels.PositiveSemidefiniteKernel
tfp.experimental.substrates.numpy.math.psd_kernels.RationalQuadratic
tfp.experimental.substrates.numpy.math.psd_kernels.SchurComplement
tfp.experimental.substrates.numpy.math.random_rademacher
tfp.experimental.substrates.numpy.math.random_rayleigh
tfp.experimental.substrates.numpy.math.reduce_kahan_sum
tfp.experimental.substrates.numpy.math.reduce_log_harmonic_mean_exp
tfp.experimental.substrates.numpy.math.reduce_logmeanexp
tfp.experimental.substrates.numpy.math.reduce_weighted_logsumexp
tfp.experimental.substrates.numpy.math.round_exponential_bump_function
tfp.experimental.substrates.numpy.math.scan_associative
tfp.experimental.substrates.numpy.math.secant_root
tfp.experimental.substrates.numpy.math.smootherstep
tfp.experimental.substrates.numpy.math.soft_sorting_matrix
tfp.experimental.substrates.numpy.math.soft_threshold
tfp.experimental.substrates.numpy.math.softplus_inverse
tfp.experimental.substrates.numpy.math.sparse_or_dense_matmul
tfp.experimental.substrates.numpy.math.sparse_or_dense_matvecmul
tfp.experimental.substrates.numpy.math.value_and_gradient
tfp.experimental.substrates.numpy.mcmc
tfp.experimental.substrates.numpy.mcmc.CheckpointableStatesAndTrace
tfp.experimental.substrates.numpy.mcmc.DualAveragingStepSizeAdaptation
tfp.experimental.substrates.numpy.mcmc.MetropolisHastings
tfp.experimental.substrates.numpy.mcmc.RandomWalkMetropolis
tfp.experimental.substrates.numpy.mcmc.ReplicaExchangeMC
tfp.experimental.substrates.numpy.mcmc.SimpleStepSizeAdaptation
tfp.experimental.substrates.numpy.mcmc.SliceSampler
tfp.experimental.substrates.numpy.mcmc.StatesAndTrace
tfp.experimental.substrates.numpy.mcmc.TransformedTransitionKernel
tfp.experimental.substrates.numpy.mcmc.TransitionKernel
tfp.experimental.substrates.numpy.mcmc.UncalibratedRandomWalk
tfp.experimental.substrates.numpy.mcmc.default_swap_proposal_fn
tfp.experimental.substrates.numpy.mcmc.effective_sample_size
tfp.experimental.substrates.numpy.mcmc.even_odd_swap_proposal_fn
tfp.experimental.substrates.numpy.mcmc.potential_scale_reduction
tfp.experimental.substrates.numpy.mcmc.random_walk_normal_fn
tfp.experimental.substrates.numpy.mcmc.random_walk_uniform_fn
tfp.experimental.substrates.numpy.mcmc.sample_annealed_importance_chain
tfp.experimental.substrates.numpy.mcmc.sample_chain
tfp.experimental.substrates.numpy.mcmc.sample_halton_sequence
tfp.experimental.substrates.numpy.optimizer
tfp.experimental.substrates.numpy.optimizer.bfgs_minimize
tfp.experimental.substrates.numpy.optimizer.converged_all
tfp.experimental.substrates.numpy.optimizer.converged_any
tfp.experimental.substrates.numpy.optimizer.lbfgs_minimize
tfp.experimental.substrates.numpy.optimizer.linesearch
tfp.experimental.substrates.numpy.optimizer.linesearch.hager_zhang
tfp.experimental.substrates.numpy.optimizer.nelder_mead_minimize
tfp.experimental.substrates.numpy.optimizer.nelder_mead_one_step
tfp.experimental.substrates.numpy.random
tfp.experimental.substrates.numpy.random.rademacher
tfp.experimental.substrates.numpy.random.rayleigh
tfp.experimental.substrates.numpy.random.spherical_uniform
tfp.experimental.substrates.numpy.random.split_seed
tfp.experimental.substrates.numpy.stats
tfp.experimental.substrates.numpy.stats.assign_log_moving_mean_exp
tfp.experimental.substrates.numpy.stats.assign_moving_mean_variance
tfp.experimental.substrates.numpy.stats.auto_correlation
tfp.experimental.substrates.numpy.stats.brier_decomposition
tfp.experimental.substrates.numpy.stats.brier_score
tfp.experimental.substrates.numpy.stats.cholesky_covariance
tfp.experimental.substrates.numpy.stats.correlation
tfp.experimental.substrates.numpy.stats.count_integers
tfp.experimental.substrates.numpy.stats.covariance
tfp.experimental.substrates.numpy.stats.expected_calibration_error
tfp.experimental.substrates.numpy.stats.expected_calibration_error_quantiles
tfp.experimental.substrates.numpy.stats.find_bins
tfp.experimental.substrates.numpy.stats.histogram
tfp.experimental.substrates.numpy.stats.log_average_probs
tfp.experimental.substrates.numpy.stats.log_loomean_exp
tfp.experimental.substrates.numpy.stats.log_loosum_exp
tfp.experimental.substrates.numpy.stats.log_soomean_exp
tfp.experimental.substrates.numpy.stats.log_soosum_exp
tfp.experimental.substrates.numpy.stats.moving_mean_variance_zero_debiased
tfp.experimental.substrates.numpy.stats.percentile
tfp.experimental.substrates.numpy.stats.quantile_auc
tfp.experimental.substrates.numpy.stats.quantiles
tfp.experimental.substrates.numpy.stats.stddev
tfp.experimental.substrates.numpy.stats.variance
tfp.experimental.substrates.numpy.util
tfp.experimental.substrates.numpy.util.DeferredTensor
tfp.experimental.substrates.numpy.util.SeedStream
tfp.experimental.substrates.numpy.util.TransformedVariable
tfp.experimental.util
tfp.experimental.util.DeferredModule
tfp.experimental.vi
tfp.experimental.vi.build_asvi_surrogate_posterior
tfp.experimental.vi.build_factored_surrogate_posterior
tfp.experimental.vi.build_trainable_location_scale_distribution
tfp.glm
tfp.glm.Bernoulli
tfp.glm.BernoulliNormalCDF
tfp.glm.Binomial
tfp.glm.CustomExponentialFamily
tfp.glm.ExponentialFamily
tfp.glm.GammaExp
tfp.glm.GammaSoftplus
tfp.glm.LogNormal
tfp.glm.LogNormalSoftplus
tfp.glm.NegativeBinomial
tfp.glm.NegativeBinomialSoftplus
tfp.glm.Normal
tfp.glm.NormalReciprocal
tfp.glm.Poisson
tfp.glm.PoissonSoftplus
tfp.glm.compute_predicted_linear_response
tfp.glm.convergence_criteria_small_relative_norm_weights_change
tfp.glm.fit
tfp.glm.fit_one_step
tfp.glm.fit_sparse
tfp.glm.fit_sparse_one_step
tfp.layers
tfp.layers.AutoregressiveTransform
tfp.layers.BlockwiseInitializer
tfp.layers.CategoricalMixtureOfOneHotCategorical
tfp.layers.Convolution1DFlipout
tfp.layers.Convolution1DReparameterization
tfp.layers.Convolution2DFlipout
tfp.layers.Convolution2DReparameterization
tfp.layers.Convolution3DFlipout
tfp.layers.Convolution3DReparameterization
tfp.layers.DenseFlipout
tfp.layers.DenseLocalReparameterization
tfp.layers.DenseReparameterization
tfp.layers.DenseVariational
tfp.layers.DistributionLambda
tfp.layers.IndependentBernoulli
tfp.layers.IndependentLogistic
tfp.layers.IndependentNormal
tfp.layers.IndependentPoisson
tfp.layers.KLDivergenceAddLoss
tfp.layers.KLDivergenceRegularizer
tfp.layers.MixtureLogistic
tfp.layers.MixtureNormal
tfp.layers.MixtureSameFamily
tfp.layers.MultivariateNormalTriL
tfp.layers.OneHotCategorical
tfp.layers.VariableLayer
tfp.layers.VariationalGaussianProcess
tfp.layers.conv_variational
tfp.layers.conv_variational.Convolution1DFlipout
tfp.layers.conv_variational.Convolution1DReparameterization
tfp.layers.conv_variational.Convolution2DFlipout
tfp.layers.conv_variational.Convolution2DReparameterization
tfp.layers.conv_variational.Convolution3DFlipout
tfp.layers.conv_variational.Convolution3DReparameterization
tfp.layers.default_loc_scale_fn
tfp.layers.default_mean_field_normal_fn
tfp.layers.default_multivariate_normal_fn
tfp.layers.dense_variational
tfp.layers.dense_variational.DenseFlipout
tfp.layers.dense_variational.DenseLocalReparameterization
tfp.layers.dense_variational.DenseReparameterization
tfp.layers.dense_variational_v2
tfp.layers.dense_variational_v2.DenseVariational
tfp.layers.dense_variational_v2.kullback_leibler
tfp.layers.dense_variational_v2.kullback_leibler.RegisterKL
tfp.layers.dense_variational_v2.kullback_leibler.augment_kl_xent_docs
tfp.layers.dense_variational_v2.kullback_leibler.kl_divergence
tfp.layers.distribution_layer
tfp.layers.distribution_layer.CategoricalMixtureOfOneHotCategorical
tfp.layers.distribution_layer.DistributionLambda
tfp.layers.distribution_layer.IndependentBernoulli
tfp.layers.distribution_layer.IndependentLogistic
tfp.layers.distribution_layer.IndependentNormal
tfp.layers.distribution_layer.IndependentPoisson
tfp.layers.distribution_layer.KLDivergenceAddLoss
tfp.layers.distribution_layer.KLDivergenceRegularizer
tfp.layers.distribution_layer.MixtureLogistic
tfp.layers.distribution_layer.MixtureNormal
tfp.layers.distribution_layer.MixtureSameFamily
tfp.layers.distribution_layer.MultivariateNormalTriL
tfp.layers.distribution_layer.OneHotCategorical
tfp.layers.distribution_layer.VariationalGaussianProcess
tfp.layers.initializers
tfp.layers.initializers.BlockwiseInitializer
tfp.layers.masked_autoregressive
tfp.layers.masked_autoregressive.AutoregressiveTransform
tfp.layers.util
tfp.layers.util.default_loc_scale_fn
tfp.layers.util.default_mean_field_normal_fn
tfp.layers.util.default_multivariate_normal_fn
tfp.layers.util.deserialize_function
tfp.layers.util.serialize_function
tfp.layers.variable_input
tfp.layers.variable_input.VariableLayer
tfp.layers.weight_norm
tfp.layers.weight_norm.WeightNorm
tfp.math
tfp.math.MinimizeTraceableQuantities
tfp.math.batch_interp_regular_1d_grid
tfp.math.batch_interp_regular_nd_grid
tfp.math.bessel_iv_ratio
tfp.math.bessel_ive
tfp.math.bessel_kve
tfp.math.bracket_root
tfp.math.cholesky_concat
tfp.math.cholesky_update
tfp.math.clip_by_value_preserve_gradient
tfp.math.custom_gradient
tfp.math.dense_to_sparse
tfp.math.diag_jacobian
tfp.math.erfcinv
tfp.math.fill_triangular
tfp.math.fill_triangular_inverse
tfp.math.find_root_chandrupatla
tfp.math.find_root_secant
tfp.math.gram_schmidt
tfp.math.interp_regular_1d_grid
tfp.math.lambertw
tfp.math.lambertw_winitzki_approx
tfp.math.lbeta
tfp.math.log1mexp
tfp.math.log1psquare
tfp.math.log_add_exp
tfp.math.log_bessel_ive
tfp.math.log_combinations
tfp.math.log_cosh
tfp.math.log_cumsum_exp
tfp.math.log_gamma_correction
tfp.math.log_gamma_difference
tfp.math.log_sub_exp
tfp.math.lu_matrix_inverse
tfp.math.lu_reconstruct
tfp.math.lu_solve
tfp.math.minimize
tfp.math.ode
tfp.math.ode.BDF
tfp.math.ode.ChosenBySolver
tfp.math.ode.Diagnostics
tfp.math.ode.DormandPrince
tfp.math.ode.Results
tfp.math.ode.Solver
tfp.math.pivoted_cholesky
tfp.math.psd_kernels
tfp.math.psd_kernels.ExpSinSquared
tfp.math.psd_kernels.ExponentiatedQuadratic
tfp.math.psd_kernels.FeatureScaled
tfp.math.psd_kernels.FeatureTransformed
tfp.math.psd_kernels.GeneralizedMatern
tfp.math.psd_kernels.KumaraswamyTransformed
tfp.math.psd_kernels.Linear
tfp.math.psd_kernels.MaternFiveHalves
tfp.math.psd_kernels.MaternOneHalf
tfp.math.psd_kernels.MaternThreeHalves
tfp.math.psd_kernels.Parabolic
tfp.math.psd_kernels.Polynomial
tfp.math.psd_kernels.PositiveSemidefiniteKernel
tfp.math.psd_kernels.RationalQuadratic
tfp.math.psd_kernels.SchurComplement
tfp.math.random_rademacher
tfp.math.random_rayleigh
tfp.math.reduce_kahan_sum
tfp.math.reduce_log_harmonic_mean_exp
tfp.math.reduce_logmeanexp
tfp.math.reduce_weighted_logsumexp
tfp.math.round_exponential_bump_function
tfp.math.scan_associative
tfp.math.secant_root
tfp.math.smootherstep
tfp.math.soft_sorting_matrix
tfp.math.soft_threshold
tfp.math.softplus_inverse
tfp.math.sparse_or_dense_matmul
tfp.math.sparse_or_dense_matvecmul
tfp.math.value_and_gradient
tfp.mcmc
tfp.mcmc.CheckpointableStatesAndTrace
tfp.mcmc.DualAveragingStepSizeAdaptation
tfp.mcmc.HamiltonianMonteCarlo
tfp.mcmc.MetropolisAdjustedLangevinAlgorithm
tfp.mcmc.MetropolisHastings
tfp.mcmc.NoUTurnSampler
tfp.mcmc.RandomWalkMetropolis
tfp.mcmc.ReplicaExchangeMC
tfp.mcmc.SimpleStepSizeAdaptation
tfp.mcmc.SliceSampler
tfp.mcmc.StatesAndTrace
tfp.mcmc.TransformedTransitionKernel
tfp.mcmc.TransitionKernel
tfp.mcmc.UncalibratedHamiltonianMonteCarlo
tfp.mcmc.UncalibratedLangevin
tfp.mcmc.UncalibratedRandomWalk
tfp.mcmc.default_swap_proposal_fn
tfp.mcmc.effective_sample_size
tfp.mcmc.even_odd_swap_proposal_fn
tfp.mcmc.make_simple_step_size_update_policy
tfp.mcmc.potential_scale_reduction
tfp.mcmc.random_walk_normal_fn
tfp.mcmc.random_walk_uniform_fn
tfp.mcmc.sample_annealed_importance_chain
tfp.mcmc.sample_chain
tfp.mcmc.sample_halton_sequence
tfp.monte_carlo
tfp.monte_carlo.expectation
tfp.optimizer
tfp.optimizer.StochasticGradientLangevinDynamics
tfp.optimizer.VariationalSGD
tfp.optimizer.bfgs_minimize
tfp.optimizer.converged_all
tfp.optimizer.converged_any
tfp.optimizer.convergence_criteria
tfp.optimizer.convergence_criteria.ConvergenceCriterion
tfp.optimizer.convergence_criteria.LossNotDecreasing
tfp.optimizer.convergence_criteria.SuccessiveGradientsAreUncorrelated
tfp.optimizer.differential_evolution_minimize
tfp.optimizer.differential_evolution_one_step
tfp.optimizer.lbfgs_minimize
tfp.optimizer.linesearch
tfp.optimizer.linesearch.hager_zhang
tfp.optimizer.nelder_mead_minimize
tfp.optimizer.nelder_mead_one_step
tfp.optimizer.proximal_hessian_sparse_minimize
tfp.optimizer.proximal_hessian_sparse_one_step
tfp.random
tfp.random.rademacher
tfp.random.rayleigh
tfp.random.spherical_uniform
tfp.random.split_seed
tfp.stats
tfp.stats.assign_log_moving_mean_exp
tfp.stats.assign_moving_mean_variance
tfp.stats.auto_correlation
tfp.stats.brier_decomposition
tfp.stats.brier_score
tfp.stats.cholesky_covariance
tfp.stats.correlation
tfp.stats.count_integers
tfp.stats.covariance
tfp.stats.expected_calibration_error
tfp.stats.expected_calibration_error_quantiles
tfp.stats.find_bins
tfp.stats.histogram
tfp.stats.log_average_probs
tfp.stats.log_loomean_exp
tfp.stats.log_loosum_exp
tfp.stats.log_soomean_exp
tfp.stats.log_soosum_exp
tfp.stats.moving_mean_variance_zero_debiased
tfp.stats.percentile
tfp.stats.quantile_auc
tfp.stats.quantiles
tfp.stats.stddev
tfp.stats.variance
tfp.sts
tfp.sts.AdditiveStateSpaceModel
tfp.sts.Autoregressive
tfp.sts.AutoregressiveStateSpaceModel
tfp.sts.ConstrainedSeasonalStateSpaceModel
tfp.sts.DynamicLinearRegression
tfp.sts.DynamicLinearRegressionStateSpaceModel
tfp.sts.LinearRegression
tfp.sts.LocalLevel
tfp.sts.LocalLevelStateSpaceModel
tfp.sts.LocalLinearTrend
tfp.sts.LocalLinearTrendStateSpaceModel
tfp.sts.MaskedTimeSeries
tfp.sts.Seasonal
tfp.sts.SeasonalStateSpaceModel
tfp.sts.SemiLocalLinearTrend
tfp.sts.SemiLocalLinearTrendStateSpaceModel
tfp.sts.SmoothSeasonal
tfp.sts.SmoothSeasonalStateSpaceModel
tfp.sts.SparseLinearRegression
tfp.sts.StructuralTimeSeries
tfp.sts.Sum
tfp.sts.build_factored_surrogate_posterior
tfp.sts.decompose_by_component
tfp.sts.decompose_forecast_by_component
tfp.sts.fit_with_hmc
tfp.sts.forecast
tfp.sts.impute_missing_values
tfp.sts.one_step_predictive
tfp.sts.sample_uniform_initial_state
tfp.substrates
tfp.substrates.jax
tfp.substrates.jax.bijectors
tfp.substrates.jax.bijectors.AbsoluteValue
tfp.substrates.jax.bijectors.Affine
tfp.substrates.jax.bijectors.AffineLinearOperator
tfp.substrates.jax.bijectors.AffineScalar
tfp.substrates.jax.bijectors.Ascending
tfp.substrates.jax.bijectors.AutoregressiveNetwork
tfp.substrates.jax.bijectors.Bijector
tfp.substrates.jax.bijectors.Blockwise
tfp.substrates.jax.bijectors.Chain
tfp.substrates.jax.bijectors.CholeskyOuterProduct
tfp.substrates.jax.bijectors.CholeskyToInvCholesky
tfp.substrates.jax.bijectors.Composition
tfp.substrates.jax.bijectors.CorrelationCholesky
tfp.substrates.jax.bijectors.Cumsum
tfp.substrates.jax.bijectors.Exp
tfp.substrates.jax.bijectors.Expm1
tfp.substrates.jax.bijectors.FillScaleTriL
tfp.substrates.jax.bijectors.FillTriangular
tfp.substrates.jax.bijectors.FrechetCDF
tfp.substrates.jax.bijectors.GeneralizedExtremeValueCDF
tfp.substrates.jax.bijectors.GeneralizedPareto
tfp.substrates.jax.bijectors.GompertzCDF
tfp.substrates.jax.bijectors.GumbelCDF
tfp.substrates.jax.bijectors.Identity
tfp.substrates.jax.bijectors.Inline
tfp.substrates.jax.bijectors.Invert
tfp.substrates.jax.bijectors.IteratedSigmoidCentered
tfp.substrates.jax.bijectors.JointMap
tfp.substrates.jax.bijectors.KumaraswamyCDF
tfp.substrates.jax.bijectors.LambertWTail
tfp.substrates.jax.bijectors.Log
tfp.substrates.jax.bijectors.Log1p
tfp.substrates.jax.bijectors.MaskedAutoregressiveFlow
tfp.substrates.jax.bijectors.MatrixInverseTriL
tfp.substrates.jax.bijectors.MatvecLU
tfp.substrates.jax.bijectors.MoyalCDF
tfp.substrates.jax.bijectors.NormalCDF
tfp.substrates.jax.bijectors.Ordered
tfp.substrates.jax.bijectors.Pad
tfp.substrates.jax.bijectors.Permute
tfp.substrates.jax.bijectors.Power
tfp.substrates.jax.bijectors.PowerTransform
tfp.substrates.jax.bijectors.RationalQuadraticSpline
tfp.substrates.jax.bijectors.RayleighCDF
tfp.substrates.jax.bijectors.RealNVP
tfp.substrates.jax.bijectors.Reciprocal
tfp.substrates.jax.bijectors.Reshape
tfp.substrates.jax.bijectors.Restructure
tfp.substrates.jax.bijectors.Scale
tfp.substrates.jax.bijectors.ScaleMatvecDiag
tfp.substrates.jax.bijectors.ScaleMatvecLU
tfp.substrates.jax.bijectors.ScaleMatvecLinearOperator
tfp.substrates.jax.bijectors.ScaleMatvecLinearOperatorBlock
tfp.substrates.jax.bijectors.ScaleMatvecTriL
tfp.substrates.jax.bijectors.Shift
tfp.substrates.jax.bijectors.ShiftedGompertzCDF
tfp.substrates.jax.bijectors.Sigmoid
tfp.substrates.jax.bijectors.Sinh
tfp.substrates.jax.bijectors.SinhArcsinh
tfp.substrates.jax.bijectors.SoftClip
tfp.substrates.jax.bijectors.Softfloor
tfp.substrates.jax.bijectors.SoftmaxCentered
tfp.substrates.jax.bijectors.Softplus
tfp.substrates.jax.bijectors.Softsign
tfp.substrates.jax.bijectors.Split
tfp.substrates.jax.bijectors.Square
tfp.substrates.jax.bijectors.Tanh
tfp.substrates.jax.bijectors.TransformDiagonal
tfp.substrates.jax.bijectors.Transpose
tfp.substrates.jax.bijectors.WeibullCDF
tfp.substrates.jax.bijectors.masked_autoregressive_default_template
tfp.substrates.jax.bijectors.masked_dense
tfp.substrates.jax.bijectors.real_nvp_default_template
tfp.substrates.jax.distributions
tfp.substrates.jax.distributions.Autoregressive
tfp.substrates.jax.distributions.BatchReshape
tfp.substrates.jax.distributions.Bates
tfp.substrates.jax.distributions.Bernoulli
tfp.substrates.jax.distributions.Beta
tfp.substrates.jax.distributions.BetaBinomial
tfp.substrates.jax.distributions.Binomial
tfp.substrates.jax.distributions.Blockwise
tfp.substrates.jax.distributions.Categorical
tfp.substrates.jax.distributions.Cauchy
tfp.substrates.jax.distributions.Chi
tfp.substrates.jax.distributions.Chi2
tfp.substrates.jax.distributions.CholeskyLKJ
tfp.substrates.jax.distributions.Deterministic
tfp.substrates.jax.distributions.Dirichlet
tfp.substrates.jax.distributions.DirichletMultinomial
tfp.substrates.jax.distributions.Distribution
tfp.substrates.jax.distributions.DoublesidedMaxwell
tfp.substrates.jax.distributions.Empirical
tfp.substrates.jax.distributions.ExpGamma
tfp.substrates.jax.distributions.ExpInverseGamma
tfp.substrates.jax.distributions.ExpRelaxedOneHotCategorical
tfp.substrates.jax.distributions.Exponential
tfp.substrates.jax.distributions.ExponentiallyModifiedGaussian
tfp.substrates.jax.distributions.Gamma
tfp.substrates.jax.distributions.GammaGamma
tfp.substrates.jax.distributions.GaussianProcess
tfp.substrates.jax.distributions.GaussianProcessRegressionModel
tfp.substrates.jax.distributions.GeneralizedExtremeValue
tfp.substrates.jax.distributions.GeneralizedNormal
tfp.substrates.jax.distributions.GeneralizedPareto
tfp.substrates.jax.distributions.Geometric
tfp.substrates.jax.distributions.Gumbel
tfp.substrates.jax.distributions.HalfCauchy
tfp.substrates.jax.distributions.HalfNormal
tfp.substrates.jax.distributions.HalfStudentT
tfp.substrates.jax.distributions.HiddenMarkovModel
tfp.substrates.jax.distributions.Horseshoe
tfp.substrates.jax.distributions.Independent
tfp.substrates.jax.distributions.InverseGamma
tfp.substrates.jax.distributions.InverseGaussian
tfp.substrates.jax.distributions.JohnsonSU
tfp.substrates.jax.distributions.JointDistribution
tfp.substrates.jax.distributions.JointDistributionCoroutine
tfp.substrates.jax.distributions.JointDistributionCoroutine.Root
tfp.substrates.jax.distributions.JointDistributionCoroutineAutoBatched
tfp.substrates.jax.distributions.JointDistributionCoroutineAutoBatched.Root
tfp.substrates.jax.distributions.JointDistributionNamed
tfp.substrates.jax.distributions.JointDistributionNamedAutoBatched
tfp.substrates.jax.distributions.JointDistributionSequential
tfp.substrates.jax.distributions.JointDistributionSequentialAutoBatched
tfp.substrates.jax.distributions.Kumaraswamy
tfp.substrates.jax.distributions.LKJ
tfp.substrates.jax.distributions.Laplace
tfp.substrates.jax.distributions.LinearGaussianStateSpaceModel
tfp.substrates.jax.distributions.LogLogistic
tfp.substrates.jax.distributions.LogNormal
tfp.substrates.jax.distributions.Logistic
tfp.substrates.jax.distributions.LogitNormal
tfp.substrates.jax.distributions.MixtureSameFamily
tfp.substrates.jax.distributions.Moyal
tfp.substrates.jax.distributions.Multinomial
tfp.substrates.jax.distributions.MultivariateNormalDiag
tfp.substrates.jax.distributions.MultivariateNormalDiagPlusLowRank
tfp.substrates.jax.distributions.MultivariateNormalFullCovariance
tfp.substrates.jax.distributions.MultivariateNormalLinearOperator
tfp.substrates.jax.distributions.MultivariateNormalTriL
tfp.substrates.jax.distributions.MultivariateStudentTLinearOperator
tfp.substrates.jax.distributions.NegativeBinomial
tfp.substrates.jax.distributions.Normal
tfp.substrates.jax.distributions.OneHotCategorical
tfp.substrates.jax.distributions.OrderedLogistic
tfp.substrates.jax.distributions.PERT
tfp.substrates.jax.distributions.Pareto
tfp.substrates.jax.distributions.PlackettLuce
tfp.substrates.jax.distributions.Poisson
tfp.substrates.jax.distributions.PoissonLogNormalQuadratureCompound
tfp.substrates.jax.distributions.PowerSpherical
tfp.substrates.jax.distributions.ProbitBernoulli
tfp.substrates.jax.distributions.QuantizedDistribution
tfp.substrates.jax.distributions.RegisterKL
tfp.substrates.jax.distributions.RelaxedBernoulli
tfp.substrates.jax.distributions.RelaxedOneHotCategorical
tfp.substrates.jax.distributions.ReparameterizationType
tfp.substrates.jax.distributions.Sample
tfp.substrates.jax.distributions.SinhArcsinh
tfp.substrates.jax.distributions.Skellam
tfp.substrates.jax.distributions.SphericalUniform
tfp.substrates.jax.distributions.StoppingRatioLogistic
tfp.substrates.jax.distributions.StudentT
tfp.substrates.jax.distributions.StudentTProcess
tfp.substrates.jax.distributions.TransformedDistribution
tfp.substrates.jax.distributions.Triangular
tfp.substrates.jax.distributions.TruncatedCauchy
tfp.substrates.jax.distributions.TruncatedNormal
tfp.substrates.jax.distributions.Uniform
tfp.substrates.jax.distributions.VariationalGaussianProcess
tfp.substrates.jax.distributions.VectorDeterministic
tfp.substrates.jax.distributions.VectorExponentialDiag
tfp.substrates.jax.distributions.VonMises
tfp.substrates.jax.distributions.VonMisesFisher
tfp.substrates.jax.distributions.Weibull
tfp.substrates.jax.distributions.WishartLinearOperator
tfp.substrates.jax.distributions.WishartTriL
tfp.substrates.jax.distributions.independent_joint_distribution_from_structure
tfp.substrates.jax.distributions.kl_divergence
tfp.substrates.jax.distributions.mvn_conjugate_linear_update
tfp.substrates.jax.distributions.normal_conjugates_known_scale_posterior
tfp.substrates.jax.distributions.normal_conjugates_known_scale_predictive
tfp.substrates.jax.distributions.quadrature_scheme_lognormal_gauss_hermite
tfp.substrates.jax.distributions.quadrature_scheme_lognormal_quantiles
tfp.substrates.jax.math
tfp.substrates.jax.math.batch_interp_regular_1d_grid
tfp.substrates.jax.math.batch_interp_regular_nd_grid
tfp.substrates.jax.math.bessel_iv_ratio
tfp.substrates.jax.math.bessel_ive
tfp.substrates.jax.math.bessel_kve
tfp.substrates.jax.math.bracket_root
tfp.substrates.jax.math.cholesky_concat
tfp.substrates.jax.math.cholesky_update
tfp.substrates.jax.math.clip_by_value_preserve_gradient
tfp.substrates.jax.math.custom_gradient
tfp.substrates.jax.math.diag_jacobian
tfp.substrates.jax.math.erfcinv
tfp.substrates.jax.math.fill_triangular
tfp.substrates.jax.math.fill_triangular_inverse
tfp.substrates.jax.math.find_root_chandrupatla
tfp.substrates.jax.math.find_root_secant
tfp.substrates.jax.math.gram_schmidt
tfp.substrates.jax.math.interp_regular_1d_grid
tfp.substrates.jax.math.lambertw
tfp.substrates.jax.math.lambertw_winitzki_approx
tfp.substrates.jax.math.lbeta
tfp.substrates.jax.math.log1mexp
tfp.substrates.jax.math.log1psquare
tfp.substrates.jax.math.log_add_exp
tfp.substrates.jax.math.log_bessel_ive
tfp.substrates.jax.math.log_combinations
tfp.substrates.jax.math.log_cosh
tfp.substrates.jax.math.log_cumsum_exp
tfp.substrates.jax.math.log_gamma_correction
tfp.substrates.jax.math.log_gamma_difference
tfp.substrates.jax.math.log_sub_exp
tfp.substrates.jax.math.lu_matrix_inverse
tfp.substrates.jax.math.lu_reconstruct
tfp.substrates.jax.math.lu_solve
tfp.substrates.jax.math.pivoted_cholesky
tfp.substrates.jax.math.psd_kernels
tfp.substrates.jax.math.psd_kernels.ExpSinSquared
tfp.substrates.jax.math.psd_kernels.ExponentiatedQuadratic
tfp.substrates.jax.math.psd_kernels.FeatureScaled
tfp.substrates.jax.math.psd_kernels.FeatureTransformed
tfp.substrates.jax.math.psd_kernels.GeneralizedMatern
tfp.substrates.jax.math.psd_kernels.KumaraswamyTransformed
tfp.substrates.jax.math.psd_kernels.Linear
tfp.substrates.jax.math.psd_kernels.MaternFiveHalves
tfp.substrates.jax.math.psd_kernels.MaternOneHalf
tfp.substrates.jax.math.psd_kernels.MaternThreeHalves
tfp.substrates.jax.math.psd_kernels.Parabolic
tfp.substrates.jax.math.psd_kernels.Polynomial
tfp.substrates.jax.math.psd_kernels.PositiveSemidefiniteKernel
tfp.substrates.jax.math.psd_kernels.RationalQuadratic
tfp.substrates.jax.math.psd_kernels.SchurComplement
tfp.substrates.jax.math.random_rademacher
tfp.substrates.jax.math.random_rayleigh
tfp.substrates.jax.math.reduce_kahan_sum
tfp.substrates.jax.math.reduce_log_harmonic_mean_exp
tfp.substrates.jax.math.reduce_logmeanexp
tfp.substrates.jax.math.reduce_weighted_logsumexp
tfp.substrates.jax.math.round_exponential_bump_function
tfp.substrates.jax.math.scan_associative
tfp.substrates.jax.math.secant_root
tfp.substrates.jax.math.smootherstep
tfp.substrates.jax.math.soft_sorting_matrix
tfp.substrates.jax.math.soft_threshold
tfp.substrates.jax.math.softplus_inverse
tfp.substrates.jax.math.sparse_or_dense_matmul
tfp.substrates.jax.math.sparse_or_dense_matvecmul
tfp.substrates.jax.math.value_and_gradient
tfp.substrates.jax.mcmc
tfp.substrates.jax.mcmc.CheckpointableStatesAndTrace
tfp.substrates.jax.mcmc.DualAveragingStepSizeAdaptation
tfp.substrates.jax.mcmc.HamiltonianMonteCarlo
tfp.substrates.jax.mcmc.MetropolisAdjustedLangevinAlgorithm
tfp.substrates.jax.mcmc.MetropolisHastings
tfp.substrates.jax.mcmc.NoUTurnSampler
tfp.substrates.jax.mcmc.RandomWalkMetropolis
tfp.substrates.jax.mcmc.ReplicaExchangeMC
tfp.substrates.jax.mcmc.SimpleStepSizeAdaptation
tfp.substrates.jax.mcmc.SliceSampler
tfp.substrates.jax.mcmc.StatesAndTrace
tfp.substrates.jax.mcmc.TransformedTransitionKernel
tfp.substrates.jax.mcmc.TransitionKernel
tfp.substrates.jax.mcmc.UncalibratedHamiltonianMonteCarlo
tfp.substrates.jax.mcmc.UncalibratedLangevin
tfp.substrates.jax.mcmc.UncalibratedRandomWalk
tfp.substrates.jax.mcmc.default_swap_proposal_fn
tfp.substrates.jax.mcmc.effective_sample_size
tfp.substrates.jax.mcmc.even_odd_swap_proposal_fn
tfp.substrates.jax.mcmc.make_simple_step_size_update_policy
tfp.substrates.jax.mcmc.potential_scale_reduction
tfp.substrates.jax.mcmc.random_walk_normal_fn
tfp.substrates.jax.mcmc.random_walk_uniform_fn
tfp.substrates.jax.mcmc.sample_annealed_importance_chain
tfp.substrates.jax.mcmc.sample_chain
tfp.substrates.jax.mcmc.sample_halton_sequence
tfp.substrates.jax.optimizer
tfp.substrates.jax.optimizer.bfgs_minimize
tfp.substrates.jax.optimizer.converged_all
tfp.substrates.jax.optimizer.converged_any
tfp.substrates.jax.optimizer.lbfgs_minimize
tfp.substrates.jax.optimizer.linesearch
tfp.substrates.jax.optimizer.linesearch.hager_zhang
tfp.substrates.jax.optimizer.nelder_mead_minimize
tfp.substrates.jax.optimizer.nelder_mead_one_step
tfp.substrates.jax.random
tfp.substrates.jax.random.rademacher
tfp.substrates.jax.random.rayleigh
tfp.substrates.jax.random.spherical_uniform
tfp.substrates.jax.random.split_seed
tfp.substrates.jax.stats
tfp.substrates.jax.stats.assign_log_moving_mean_exp
tfp.substrates.jax.stats.assign_moving_mean_variance
tfp.substrates.jax.stats.auto_correlation
tfp.substrates.jax.stats.brier_decomposition
tfp.substrates.jax.stats.brier_score
tfp.substrates.jax.stats.cholesky_covariance
tfp.substrates.jax.stats.correlation
tfp.substrates.jax.stats.count_integers
tfp.substrates.jax.stats.covariance
tfp.substrates.jax.stats.expected_calibration_error
tfp.substrates.jax.stats.expected_calibration_error_quantiles
tfp.substrates.jax.stats.find_bins
tfp.substrates.jax.stats.histogram
tfp.substrates.jax.stats.log_average_probs
tfp.substrates.jax.stats.log_loomean_exp
tfp.substrates.jax.stats.log_loosum_exp
tfp.substrates.jax.stats.log_soomean_exp
tfp.substrates.jax.stats.log_soosum_exp
tfp.substrates.jax.stats.moving_mean_variance_zero_debiased
tfp.substrates.jax.stats.percentile
tfp.substrates.jax.stats.quantiles
tfp.substrates.jax.stats.stddev
tfp.substrates.jax.stats.variance
tfp.substrates.jax.util
tfp.substrates.jax.util.DeferredTensor
tfp.substrates.jax.util.SeedStream
tfp.substrates.jax.util.TransformedVariable
tfp.substrates.numpy
tfp.substrates.numpy.bijectors
tfp.substrates.numpy.bijectors.AbsoluteValue
tfp.substrates.numpy.bijectors.Affine
tfp.substrates.numpy.bijectors.AffineLinearOperator
tfp.substrates.numpy.bijectors.AffineScalar
tfp.substrates.numpy.bijectors.Ascending
tfp.substrates.numpy.bijectors.AutoregressiveNetwork
tfp.substrates.numpy.bijectors.Bijector
tfp.substrates.numpy.bijectors.Blockwise
tfp.substrates.numpy.bijectors.Chain
tfp.substrates.numpy.bijectors.CholeskyOuterProduct
tfp.substrates.numpy.bijectors.CholeskyToInvCholesky
tfp.substrates.numpy.bijectors.Composition
tfp.substrates.numpy.bijectors.CorrelationCholesky
tfp.substrates.numpy.bijectors.Cumsum
tfp.substrates.numpy.bijectors.Exp
tfp.substrates.numpy.bijectors.Expm1
tfp.substrates.numpy.bijectors.FillScaleTriL
tfp.substrates.numpy.bijectors.FillTriangular
tfp.substrates.numpy.bijectors.FrechetCDF
tfp.substrates.numpy.bijectors.GeneralizedExtremeValueCDF
tfp.substrates.numpy.bijectors.GeneralizedPareto
tfp.substrates.numpy.bijectors.GompertzCDF
tfp.substrates.numpy.bijectors.GumbelCDF
tfp.substrates.numpy.bijectors.Identity
tfp.substrates.numpy.bijectors.Inline
tfp.substrates.numpy.bijectors.Invert
tfp.substrates.numpy.bijectors.IteratedSigmoidCentered
tfp.substrates.numpy.bijectors.JointMap
tfp.substrates.numpy.bijectors.KumaraswamyCDF
tfp.substrates.numpy.bijectors.LambertWTail
tfp.substrates.numpy.bijectors.Log
tfp.substrates.numpy.bijectors.Log1p
tfp.substrates.numpy.bijectors.MaskedAutoregressiveFlow
tfp.substrates.numpy.bijectors.MatrixInverseTriL
tfp.substrates.numpy.bijectors.MatvecLU
tfp.substrates.numpy.bijectors.MoyalCDF
tfp.substrates.numpy.bijectors.NormalCDF
tfp.substrates.numpy.bijectors.Ordered
tfp.substrates.numpy.bijectors.Pad
tfp.substrates.numpy.bijectors.Permute
tfp.substrates.numpy.bijectors.Power
tfp.substrates.numpy.bijectors.PowerTransform
tfp.substrates.numpy.bijectors.RationalQuadraticSpline
tfp.substrates.numpy.bijectors.RayleighCDF
tfp.substrates.numpy.bijectors.RealNVP
tfp.substrates.numpy.bijectors.Reciprocal
tfp.substrates.numpy.bijectors.Reshape
tfp.substrates.numpy.bijectors.Restructure
tfp.substrates.numpy.bijectors.Scale
tfp.substrates.numpy.bijectors.ScaleMatvecDiag
tfp.substrates.numpy.bijectors.ScaleMatvecLU
tfp.substrates.numpy.bijectors.ScaleMatvecLinearOperator
tfp.substrates.numpy.bijectors.ScaleMatvecLinearOperatorBlock
tfp.substrates.numpy.bijectors.ScaleMatvecTriL
tfp.substrates.numpy.bijectors.Shift
tfp.substrates.numpy.bijectors.ShiftedGompertzCDF
tfp.substrates.numpy.bijectors.Sigmoid
tfp.substrates.numpy.bijectors.Sinh
tfp.substrates.numpy.bijectors.SinhArcsinh
tfp.substrates.numpy.bijectors.SoftClip
tfp.substrates.numpy.bijectors.Softfloor
tfp.substrates.numpy.bijectors.SoftmaxCentered
tfp.substrates.numpy.bijectors.Softplus
tfp.substrates.numpy.bijectors.Softsign
tfp.substrates.numpy.bijectors.Split
tfp.substrates.numpy.bijectors.Square
tfp.substrates.numpy.bijectors.Tanh
tfp.substrates.numpy.bijectors.TransformDiagonal
tfp.substrates.numpy.bijectors.Transpose
tfp.substrates.numpy.bijectors.WeibullCDF
tfp.substrates.numpy.bijectors.masked_autoregressive_default_template
tfp.substrates.numpy.bijectors.masked_dense
tfp.substrates.numpy.bijectors.real_nvp_default_template
tfp.substrates.numpy.distributions
tfp.substrates.numpy.distributions.Autoregressive
tfp.substrates.numpy.distributions.BatchReshape
tfp.substrates.numpy.distributions.Bates
tfp.substrates.numpy.distributions.Bernoulli
tfp.substrates.numpy.distributions.Beta
tfp.substrates.numpy.distributions.BetaBinomial
tfp.substrates.numpy.distributions.Binomial
tfp.substrates.numpy.distributions.Blockwise
tfp.substrates.numpy.distributions.Categorical
tfp.substrates.numpy.distributions.Cauchy
tfp.substrates.numpy.distributions.Chi
tfp.substrates.numpy.distributions.Chi2
tfp.substrates.numpy.distributions.CholeskyLKJ
tfp.substrates.numpy.distributions.Deterministic
tfp.substrates.numpy.distributions.Dirichlet
tfp.substrates.numpy.distributions.DirichletMultinomial
tfp.substrates.numpy.distributions.Distribution
tfp.substrates.numpy.distributions.DoublesidedMaxwell
tfp.substrates.numpy.distributions.Empirical
tfp.substrates.numpy.distributions.ExpGamma
tfp.substrates.numpy.distributions.ExpInverseGamma
tfp.substrates.numpy.distributions.ExpRelaxedOneHotCategorical
tfp.substrates.numpy.distributions.Exponential
tfp.substrates.numpy.distributions.ExponentiallyModifiedGaussian
tfp.substrates.numpy.distributions.Gamma
tfp.substrates.numpy.distributions.GammaGamma
tfp.substrates.numpy.distributions.GaussianProcess
tfp.substrates.numpy.distributions.GaussianProcessRegressionModel
tfp.substrates.numpy.distributions.GeneralizedExtremeValue
tfp.substrates.numpy.distributions.GeneralizedNormal
tfp.substrates.numpy.distributions.GeneralizedPareto
tfp.substrates.numpy.distributions.Geometric
tfp.substrates.numpy.distributions.Gumbel
tfp.substrates.numpy.distributions.HalfCauchy
tfp.substrates.numpy.distributions.HalfNormal
tfp.substrates.numpy.distributions.HalfStudentT
tfp.substrates.numpy.distributions.HiddenMarkovModel
tfp.substrates.numpy.distributions.Horseshoe
tfp.substrates.numpy.distributions.Independent
tfp.substrates.numpy.distributions.InverseGamma
tfp.substrates.numpy.distributions.InverseGaussian
tfp.substrates.numpy.distributions.JohnsonSU
tfp.substrates.numpy.distributions.JointDistribution
tfp.substrates.numpy.distributions.JointDistributionCoroutine
tfp.substrates.numpy.distributions.JointDistributionCoroutine.Root
tfp.substrates.numpy.distributions.JointDistributionCoroutineAutoBatched
tfp.substrates.numpy.distributions.JointDistributionCoroutineAutoBatched.Root
tfp.substrates.numpy.distributions.JointDistributionNamed
tfp.substrates.numpy.distributions.JointDistributionNamedAutoBatched
tfp.substrates.numpy.distributions.JointDistributionSequential
tfp.substrates.numpy.distributions.JointDistributionSequentialAutoBatched
tfp.substrates.numpy.distributions.Kumaraswamy
tfp.substrates.numpy.distributions.LKJ
tfp.substrates.numpy.distributions.Laplace
tfp.substrates.numpy.distributions.LinearGaussianStateSpaceModel
tfp.substrates.numpy.distributions.LogLogistic
tfp.substrates.numpy.distributions.LogNormal
tfp.substrates.numpy.distributions.Logistic
tfp.substrates.numpy.distributions.LogitNormal
tfp.substrates.numpy.distributions.MixtureSameFamily
tfp.substrates.numpy.distributions.Moyal
tfp.substrates.numpy.distributions.Multinomial
tfp.substrates.numpy.distributions.MultivariateNormalDiag
tfp.substrates.numpy.distributions.MultivariateNormalDiagPlusLowRank
tfp.substrates.numpy.distributions.MultivariateNormalFullCovariance
tfp.substrates.numpy.distributions.MultivariateNormalLinearOperator
tfp.substrates.numpy.distributions.MultivariateNormalTriL
tfp.substrates.numpy.distributions.MultivariateStudentTLinearOperator
tfp.substrates.numpy.distributions.NegativeBinomial
tfp.substrates.numpy.distributions.Normal
tfp.substrates.numpy.distributions.OneHotCategorical
tfp.substrates.numpy.distributions.OrderedLogistic
tfp.substrates.numpy.distributions.PERT
tfp.substrates.numpy.distributions.Pareto
tfp.substrates.numpy.distributions.PlackettLuce
tfp.substrates.numpy.distributions.Poisson
tfp.substrates.numpy.distributions.PoissonLogNormalQuadratureCompound
tfp.substrates.numpy.distributions.PowerSpherical
tfp.substrates.numpy.distributions.ProbitBernoulli
tfp.substrates.numpy.distributions.QuantizedDistribution
tfp.substrates.numpy.distributions.RegisterKL
tfp.substrates.numpy.distributions.RelaxedBernoulli
tfp.substrates.numpy.distributions.RelaxedOneHotCategorical
tfp.substrates.numpy.distributions.ReparameterizationType
tfp.substrates.numpy.distributions.Sample
tfp.substrates.numpy.distributions.SinhArcsinh
tfp.substrates.numpy.distributions.Skellam
tfp.substrates.numpy.distributions.SphericalUniform
tfp.substrates.numpy.distributions.StoppingRatioLogistic
tfp.substrates.numpy.distributions.StudentT
tfp.substrates.numpy.distributions.StudentTProcess
tfp.substrates.numpy.distributions.TransformedDistribution
tfp.substrates.numpy.distributions.Triangular
tfp.substrates.numpy.distributions.TruncatedCauchy
tfp.substrates.numpy.distributions.TruncatedNormal
tfp.substrates.numpy.distributions.Uniform
tfp.substrates.numpy.distributions.VariationalGaussianProcess
tfp.substrates.numpy.distributions.VectorDeterministic
tfp.substrates.numpy.distributions.VectorExponentialDiag
tfp.substrates.numpy.distributions.VonMises
tfp.substrates.numpy.distributions.VonMisesFisher
tfp.substrates.numpy.distributions.Weibull
tfp.substrates.numpy.distributions.WishartLinearOperator
tfp.substrates.numpy.distributions.WishartTriL
tfp.substrates.numpy.distributions.independent_joint_distribution_from_structure
tfp.substrates.numpy.distributions.kl_divergence
tfp.substrates.numpy.distributions.mvn_conjugate_linear_update
tfp.substrates.numpy.distributions.normal_conjugates_known_scale_posterior
tfp.substrates.numpy.distributions.normal_conjugates_known_scale_predictive
tfp.substrates.numpy.distributions.quadrature_scheme_lognormal_gauss_hermite
tfp.substrates.numpy.distributions.quadrature_scheme_lognormal_quantiles
tfp.substrates.numpy.math
tfp.substrates.numpy.math.batch_interp_regular_1d_grid
tfp.substrates.numpy.math.batch_interp_regular_nd_grid
tfp.substrates.numpy.math.bessel_iv_ratio
tfp.substrates.numpy.math.bessel_ive
tfp.substrates.numpy.math.bessel_kve
tfp.substrates.numpy.math.bracket_root
tfp.substrates.numpy.math.cholesky_concat
tfp.substrates.numpy.math.cholesky_update
tfp.substrates.numpy.math.clip_by_value_preserve_gradient
tfp.substrates.numpy.math.custom_gradient
tfp.substrates.numpy.math.diag_jacobian
tfp.substrates.numpy.math.erfcinv
tfp.substrates.numpy.math.fill_triangular
tfp.substrates.numpy.math.fill_triangular_inverse
tfp.substrates.numpy.math.find_root_chandrupatla
tfp.substrates.numpy.math.find_root_secant
tfp.substrates.numpy.math.gram_schmidt
tfp.substrates.numpy.math.interp_regular_1d_grid
tfp.substrates.numpy.math.lambertw
tfp.substrates.numpy.math.lambertw_winitzki_approx
tfp.substrates.numpy.math.lbeta
tfp.substrates.numpy.math.log1mexp
tfp.substrates.numpy.math.log1psquare
tfp.substrates.numpy.math.log_add_exp
tfp.substrates.numpy.math.log_bessel_ive
tfp.substrates.numpy.math.log_combinations
tfp.substrates.numpy.math.log_cosh
tfp.substrates.numpy.math.log_cumsum_exp
tfp.substrates.numpy.math.log_gamma_correction
tfp.substrates.numpy.math.log_gamma_difference
tfp.substrates.numpy.math.log_sub_exp
tfp.substrates.numpy.math.lu_matrix_inverse
tfp.substrates.numpy.math.lu_reconstruct
tfp.substrates.numpy.math.lu_solve
tfp.substrates.numpy.math.pivoted_cholesky
tfp.substrates.numpy.math.psd_kernels
tfp.substrates.numpy.math.psd_kernels.ExpSinSquared
tfp.substrates.numpy.math.psd_kernels.ExponentiatedQuadratic
tfp.substrates.numpy.math.psd_kernels.FeatureScaled
tfp.substrates.numpy.math.psd_kernels.FeatureTransformed
tfp.substrates.numpy.math.psd_kernels.GeneralizedMatern
tfp.substrates.numpy.math.psd_kernels.KumaraswamyTransformed
tfp.substrates.numpy.math.psd_kernels.Linear
tfp.substrates.numpy.math.psd_kernels.MaternFiveHalves
tfp.substrates.numpy.math.psd_kernels.MaternOneHalf
tfp.substrates.numpy.math.psd_kernels.MaternThreeHalves
tfp.substrates.numpy.math.psd_kernels.Parabolic
tfp.substrates.numpy.math.psd_kernels.Polynomial
tfp.substrates.numpy.math.psd_kernels.PositiveSemidefiniteKernel
tfp.substrates.numpy.math.psd_kernels.RationalQuadratic
tfp.substrates.numpy.math.psd_kernels.SchurComplement
tfp.substrates.numpy.math.random_rademacher
tfp.substrates.numpy.math.random_rayleigh
tfp.substrates.numpy.math.reduce_kahan_sum
tfp.substrates.numpy.math.reduce_log_harmonic_mean_exp
tfp.substrates.numpy.math.reduce_logmeanexp
tfp.substrates.numpy.math.reduce_weighted_logsumexp
tfp.substrates.numpy.math.round_exponential_bump_function
tfp.substrates.numpy.math.scan_associative
tfp.substrates.numpy.math.secant_root
tfp.substrates.numpy.math.smootherstep
tfp.substrates.numpy.math.soft_sorting_matrix
tfp.substrates.numpy.math.soft_threshold
tfp.substrates.numpy.math.softplus_inverse
tfp.substrates.numpy.math.sparse_or_dense_matmul
tfp.substrates.numpy.math.sparse_or_dense_matvecmul
tfp.substrates.numpy.math.value_and_gradient
tfp.substrates.numpy.mcmc
tfp.substrates.numpy.mcmc.CheckpointableStatesAndTrace
tfp.substrates.numpy.mcmc.DualAveragingStepSizeAdaptation
tfp.substrates.numpy.mcmc.MetropolisHastings
tfp.substrates.numpy.mcmc.RandomWalkMetropolis
tfp.substrates.numpy.mcmc.ReplicaExchangeMC
tfp.substrates.numpy.mcmc.SimpleStepSizeAdaptation
tfp.substrates.numpy.mcmc.SliceSampler
tfp.substrates.numpy.mcmc.StatesAndTrace
tfp.substrates.numpy.mcmc.TransformedTransitionKernel
tfp.substrates.numpy.mcmc.TransitionKernel
tfp.substrates.numpy.mcmc.UncalibratedRandomWalk
tfp.substrates.numpy.mcmc.default_swap_proposal_fn
tfp.substrates.numpy.mcmc.effective_sample_size
tfp.substrates.numpy.mcmc.even_odd_swap_proposal_fn
tfp.substrates.numpy.mcmc.potential_scale_reduction
tfp.substrates.numpy.mcmc.random_walk_normal_fn
tfp.substrates.numpy.mcmc.random_walk_uniform_fn
tfp.substrates.numpy.mcmc.sample_annealed_importance_chain
tfp.substrates.numpy.mcmc.sample_chain
tfp.substrates.numpy.mcmc.sample_halton_sequence
tfp.substrates.numpy.optimizer
tfp.substrates.numpy.optimizer.bfgs_minimize
tfp.substrates.numpy.optimizer.converged_all
tfp.substrates.numpy.optimizer.converged_any
tfp.substrates.numpy.optimizer.lbfgs_minimize
tfp.substrates.numpy.optimizer.linesearch
tfp.substrates.numpy.optimizer.linesearch.hager_zhang
tfp.substrates.numpy.optimizer.nelder_mead_minimize
tfp.substrates.numpy.optimizer.nelder_mead_one_step
tfp.substrates.numpy.random
tfp.substrates.numpy.random.rademacher
tfp.substrates.numpy.random.rayleigh
tfp.substrates.numpy.random.spherical_uniform
tfp.substrates.numpy.random.split_seed
tfp.substrates.numpy.stats
tfp.substrates.numpy.stats.assign_log_moving_mean_exp
tfp.substrates.numpy.stats.assign_moving_mean_variance
tfp.substrates.numpy.stats.auto_correlation
tfp.substrates.numpy.stats.brier_decomposition
tfp.substrates.numpy.stats.brier_score
tfp.substrates.numpy.stats.cholesky_covariance
tfp.substrates.numpy.stats.correlation
tfp.substrates.numpy.stats.count_integers
tfp.substrates.numpy.stats.covariance
tfp.substrates.numpy.stats.expected_calibration_error
tfp.substrates.numpy.stats.expected_calibration_error_quantiles
tfp.substrates.numpy.stats.find_bins
tfp.substrates.numpy.stats.histogram
tfp.substrates.numpy.stats.log_average_probs
tfp.substrates.numpy.stats.log_loomean_exp
tfp.substrates.numpy.stats.log_loosum_exp
tfp.substrates.numpy.stats.log_soomean_exp
tfp.substrates.numpy.stats.log_soosum_exp
tfp.substrates.numpy.stats.moving_mean_variance_zero_debiased
tfp.substrates.numpy.stats.percentile
tfp.substrates.numpy.stats.quantile_auc
tfp.substrates.numpy.stats.quantiles
tfp.substrates.numpy.stats.stddev
tfp.substrates.numpy.stats.variance
tfp.substrates.numpy.util
tfp.substrates.numpy.util.DeferredTensor
tfp.substrates.numpy.util.SeedStream
tfp.substrates.numpy.util.TransformedVariable
tfp.util
tfp.util.DeferredTensor
tfp.util.SeedStream
tfp.util.TransformedVariable
tfp.vi
tfp.vi.amari_alpha
tfp.vi.arithmetic_geometric
tfp.vi.chi_square
tfp.vi.csiszar_vimco
tfp.vi.dual_csiszar_function
tfp.vi.fit_surrogate_posterior
tfp.vi.jeffreys
tfp.vi.jensen_shannon
tfp.vi.kl_forward
tfp.vi.kl_reverse
tfp.vi.log1p_abs
tfp.vi.modified_gan
tfp.vi.monte_carlo_variational_loss
tfp.vi.mutual_information
tfp.vi.mutual_information.lower_bound_barber_agakov
tfp.vi.mutual_information.lower_bound_info_nce
tfp.vi.mutual_information.lower_bound_jensen_shannon
tfp.vi.mutual_information.lower_bound_nguyen_wainwright_jordan
tfp.vi.pearson
tfp.vi.squared_hellinger
tfp.vi.symmetrized_csiszar_function
tfp.vi.t_power
tfp.vi.total_variation
tfp.vi.triangular