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csuter and tensorflower-gardener Eliminate hard-coded magic seed in VectorLaplaceDiag test; increase t…
…olerance

(kind of a lot) and number of samples. Passes 1000 independent runs. Without
the sample size increse, still failed 1/1000. 1k samples is pretty small for
covariance estimation here, it seems.

Note: this distribution is also deprecated.
PiperOrigin-RevId: 275914081
Latest commit e96c694 Oct 21, 2019
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internal Fixed cases where tf.TensorShape was constructed with float dimensions Oct 16, 2019
BUILD Since we've deprecated AffineLinearOperator, we should stop using it … Oct 16, 2019
__init__.py Make tfd.Wishart tape-safe. Oct 15, 2019
autoregressive.py Move tfp.distributions.SeedStream to tfp.util.SeedStream. Aug 23, 2019
autoregressive_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
batch_reshape.py Remove subclass references to `graph_parents` which is now no longer … Aug 23, 2019
batch_reshape_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
bernoulli.py Update copyright years to 2019 Jul 22, 2019
bernoulli_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
beta.py Move tfp.distributions.SeedStream to tfp.util.SeedStream. Aug 23, 2019
beta_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
binomial.py Remove inplace +=, -=, *=, /= operations as they will be incompatible… Aug 2, 2019
binomial_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
blockwise.py Move the "split and reshape" logic in tfd.Blockwise to a separate met… Sep 17, 2019
blockwise_test.py Fixed cases where tf.TensorShape was constructed with float dimensions Oct 16, 2019
categorical.py Add missing blank lines so lists in API docs render correctly. Oct 17, 2019
categorical_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
cauchy.py Update copyright years to 2019 Jul 22, 2019
cauchy_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
chi.py Update copyright years to 2019 Jul 22, 2019
chi2.py Update copyright years to 2019 Jul 22, 2019
chi2_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
chi_test.py Eliminate hard-coded magic seed in ChiTest; increase tolerance Oct 21, 2019
cholesky_lkj.py Add CholeskyLKJ distribution. CholeskyLKJ is the distribution on chol… Aug 29, 2019
cholesky_lkj_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
deprecated_linalg.py Move tfp.positive_semidefinite_kernels source to tfp.math.psd_kernels… Aug 9, 2019
deprecated_linalg_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
deterministic.py Update copyright years to 2019 Jul 22, 2019
deterministic_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
dirichlet.py Make tfd.MixtureSameFamily tape-safe. Sep 19, 2019
dirichlet_multinomial.py Add missing blank lines so lists in API docs render correctly. Oct 17, 2019
dirichlet_multinomial_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
dirichlet_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
distribution.py Add missing blank lines so lists in API docs render correctly. Oct 17, 2019
distribution_properties_test.py Add missing blank lines so lists in API docs render correctly. Oct 17, 2019
distribution_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
doublesided_maxwell.py Add the Doublesided Maxwell distribution. Sep 16, 2019
doublesided_maxwell_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
empirical.py Make a few more distributions/tests numpy/jax friendly. Aug 22, 2019
empirical_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
exponential.py Cleaning up unneeded conversion to tensor in quantile(). Aug 9, 2019
exponential_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
finite_discrete.py Make finite_discrete distribution TF2 tape safe. Jul 30, 2019
finite_discrete_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
gamma.py Convert several tfp.distributions to be TF2 tape safe. Jul 25, 2019
gamma_gamma.py Move tfp.distributions.SeedStream to tfp.util.SeedStream. Aug 23, 2019
gamma_gamma_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
gamma_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
gaussian_process.py Specialize mean computation for GaussianProcess. Oct 17, 2019
gaussian_process_regression_model.py Add stochastic_process_properties_test.py. These exercise tests for t… Oct 7, 2019
gaussian_process_regression_model_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
gaussian_process_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
generalized_pareto.py Update copyright years to 2019 Jul 22, 2019
generalized_pareto_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
geometric.py Use common_dtype to ensure we get a base dtype rather than a float32_… Oct 3, 2019
geometric_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
gumbel.py Update copyright years to 2019 Jul 22, 2019
gumbel_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
half_cauchy.py Update copyright years to 2019 Jul 22, 2019
half_cauchy_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
half_normal.py Make HalfNormal.survival_function more numerically stable by using erfc. Sep 27, 2019
half_normal_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
hidden_markov_model.py Move tfp.distributions.SeedStream to tfp.util.SeedStream. Aug 23, 2019
hidden_markov_model_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
horseshoe.py Move tfp.distributions.SeedStream to tfp.util.SeedStream. Aug 23, 2019
horseshoe_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
independent.py Make tfd.Independent tape-safe. Sep 6, 2019
independent_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
inverse_gamma.py Remove deprecated InverseGammaWith* and MultivariateNormalDiag* distr… Jul 25, 2019
inverse_gamma_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
inverse_gaussian.py Move tfp.distributions.SeedStream to tfp.util.SeedStream. Aug 23, 2019
inverse_gaussian_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
joint_distribution.py Fix bug in JointDistribution shape checks when components have dynami… Aug 13, 2019
joint_distribution_coroutine.py Minor docstring fix for joint_distribution*. Sep 24, 2019
joint_distribution_coroutine_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
joint_distribution_named.py Minor docstring fix for joint_distribution*. Sep 24, 2019
joint_distribution_named_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
joint_distribution_sequential.py Minor docstring fix for joint_distribution*. Sep 24, 2019
joint_distribution_sequential_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
kullback_leibler.py Update copyright years to 2019 Jul 22, 2019
kullback_leibler_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
kumaraswamy.py Make Kumaraswamy inverse more numerically stable. Oct 11, 2019
kumaraswamy_test.py Make Kumaraswamy inverse more numerically stable. Oct 11, 2019
laplace.py Update copyright years to 2019 Jul 22, 2019
laplace_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
linear_gaussian_ssm.py Rewrite references to SeedStream to avoid deprecation warning. Oct 15, 2019
linear_gaussian_ssm_test.py Support posterior sampling in linear Gaussian state space models. Oct 15, 2019
lkj.py Add CholeskyLKJ distribution. CholeskyLKJ is the distribution on chol… Aug 29, 2019
lkj_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
logistic.py Adds a quantile function to Logistic. Aug 30, 2019
logistic_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
lognormal.py Add kl_divergence for pairs of LogNormal distributions. Oct 2, 2019
lognormal_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
mixture.py Make tfd.Mixture tape-safe. Sep 28, 2019
mixture_same_family.py Make tfd.MixtureSameFamily tape-safe. Sep 19, 2019
mixture_same_family_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
mixture_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
multinomial.py Add missing blank lines so lists in API docs render correctly. Oct 17, 2019
multinomial_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
multivariate_student_t.py Move tfp.distributions.SeedStream to tfp.util.SeedStream. Aug 23, 2019
multivariate_student_t_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
mvn_diag.py Eliminate make_(diag|tril)_scale from distribution_util. Many consequ… Oct 16, 2019
mvn_diag_plus_low_rank.py Eliminate make_(diag|tril)_scale from distribution_util. Many consequ… Oct 16, 2019
mvn_diag_plus_low_rank_test.py Eliminate hard-coded magic seed in MVNDiagPlusLowRank test; increase … Oct 21, 2019
mvn_diag_test.py Since we've deprecated AffineLinearOperator, we should stop using it … Oct 16, 2019
mvn_full_covariance.py Deprecate MultivariateNormalFullCovariance because there is no good w… Aug 30, 2019
mvn_full_covariance_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
mvn_linear_operator.py Since we've deprecated AffineLinearOperator, we should stop using it … Oct 16, 2019
mvn_linear_operator_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
mvn_tril.py Add a property for the scale_tril parameter of MVNTriL. Oct 15, 2019
mvn_tril_test.py Since we've deprecated AffineLinearOperator, we should stop using it … Oct 16, 2019
negative_binomial.py Move tfp.distributions.SeedStream to tfp.util.SeedStream. Aug 23, 2019
negative_binomial_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
normal.py Make tfd.Mixture tape-safe. Sep 28, 2019
normal_conjugate_posteriors.py Add method for analytic Bayesian linear regression with LinearOperators. Oct 15, 2019
normal_conjugate_posteriors_test.py Add method for analytic Bayesian linear regression with LinearOperators. Oct 15, 2019
normal_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
onehot_categorical.py Ensure event_shape.rank is statically known to be 1 for several Distr… Sep 16, 2019
onehot_categorical_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
pareto.py Update copyright years to 2019 Jul 22, 2019
pareto_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
pert.py PERT distribution and basic test for issue #209 Sep 20, 2019
pert_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
plackett_luce.py Rollback of: Implements the PlackettLuce distribution. Sep 19, 2019
plackett_luce_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
poisson.py Update copyright years to 2019 Jul 22, 2019
poisson_lognormal.py Move tfp.distributions.SeedStream to tfp.util.SeedStream. Aug 23, 2019
poisson_lognormal_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
poisson_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
probit_bernoulli.py Update copyright years to 2019 Jul 22, 2019
probit_bernoulli_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
quantized_distribution.py Make tfd.QuantizedDistribution tape-safe. Oct 15, 2019
quantized_distribution_test.py Make tfd.QuantizedDistribution tape-safe. Oct 15, 2019
relaxed_bernoulli.py Adds a `_internal_is_increasing` method to `Bijector`, and uses this … Oct 10, 2019
relaxed_bernoulli_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
relaxed_onehot_categorical.py Ensure event_shape.rank is statically known to be 1 for several Distr… Sep 16, 2019
relaxed_onehot_categorical_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
sample.py Ensure `tfd.Sample` is "tape-safe." Oct 1, 2019
sample_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
sinh_arcsinh.py Make SinhArcsinh distribution tape safe Jul 31, 2019
sinh_arcsinh_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
stochastic_process_properties_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
student_t.py Move tfp.distributions.SeedStream to tfp.util.SeedStream. Aug 23, 2019
student_t_process.py Add stochastic_process_properties_test.py. These exercise tests for t… Oct 7, 2019
student_t_process_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
student_t_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
transformed_distribution.py Add missing blank lines so lists in API docs render correctly. Oct 17, 2019
transformed_distribution_test.py Implement `TransformedDistribution.mode` when `bijector.is_constant_j… Oct 12, 2019
triangular.py Move tfp.distributions.SeedStream to tfp.util.SeedStream. Aug 23, 2019
triangular_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
truncated_normal.py Defer assertions/convert_to_tensor out of constructor and reduce conv… Sep 27, 2019
truncated_normal_test.py Wrap calls to gradient_checker_v2.{max_error,compute_gradient} in TFP… Oct 12, 2019
uniform.py PERT distribution and basic test for issue #209 Sep 20, 2019
uniform_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
variational_gaussian_process.py Changing variational_inducing_observations_scale to use a LinearOpera… Sep 11, 2019
variational_gaussian_process_test.py
vector_diffeomixture.py Ensure event_shape.rank is statically known to be 1 for several Distr… Sep 16, 2019
vector_diffeomixture_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
vector_exponential_diag.py Eliminate make_(diag|tril)_scale from distribution_util. Many consequ… Oct 16, 2019
vector_exponential_diag_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
vector_exponential_linear_operator.py Update copyright years to 2019 Jul 22, 2019
vector_laplace_diag.py Eliminate make_(diag|tril)_scale from distribution_util. Many consequ… Oct 16, 2019
vector_laplace_diag_test.py Eliminate hard-coded magic seed in VectorLaplaceDiag test; increase t… Oct 21, 2019
vector_laplace_linear_operator.py Update copyright years to 2019 Jul 22, 2019
vector_sinh_arcsinh_diag.py Eliminate make_(diag|tril)_scale from distribution_util. Many consequ… Oct 16, 2019
vector_sinh_arcsinh_diag_test.py Eliminate make_(diag|tril)_scale from distribution_util. Many consequ… Oct 16, 2019
von_mises.py Move tfp.distributions.SeedStream to tfp.util.SeedStream. Aug 23, 2019
von_mises_fisher.py Make VonMisesFisher distribution tape-safe. Sep 17, 2019
von_mises_fisher_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
von_mises_test.py Avoid testing Von Mises sample moments in low concentration regime. Oct 12, 2019
wishart.py Make tfd.Wishart tape-safe. Oct 15, 2019
wishart_test.py Make tfd.Wishart tape-safe. Oct 15, 2019
zipf.py Move tfp.distributions.SeedStream to tfp.util.SeedStream. Aug 23, 2019
zipf_test.py Combine test_{case,combinations,util} into test_util. Oct 11, 2019
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