README.md
setup.cfg
setup.py
gpytorch/__init__.py
gpytorch/beta_features.py
gpytorch/module.py
gpytorch/settings.py
gpytorch.egg-info/PKG-INFO
gpytorch.egg-info/SOURCES.txt
gpytorch.egg-info/dependency_links.txt
gpytorch.egg-info/requires.txt
gpytorch.egg-info/top_level.txt
gpytorch/constraints/__init__.py
gpytorch/constraints/constraints.py
gpytorch/distributions/__init__.py
gpytorch/distributions/delta.py
gpytorch/distributions/distribution.py
gpytorch/distributions/multitask_multivariate_normal.py
gpytorch/distributions/multivariate_normal.py
gpytorch/functions/__init__.py
gpytorch/functions/_dsmm.py
gpytorch/functions/_inv_matmul.py
gpytorch/functions/_inv_quad.py
gpytorch/functions/_inv_quad_log_det.py
gpytorch/functions/_log_normal_cdf.py
gpytorch/functions/_matmul.py
gpytorch/functions/_root_decomposition.py
gpytorch/functions/_sqrt_inv_matmul.py
gpytorch/functions/matern_covariance.py
gpytorch/functions/rbf_covariance.py
gpytorch/kernels/__init__.py
gpytorch/kernels/additive_structure_kernel.py
gpytorch/kernels/arc_kernel.py
gpytorch/kernels/cosine_kernel.py
gpytorch/kernels/cylindrical_kernel.py
gpytorch/kernels/distributional_input_kernel.py
gpytorch/kernels/gaussian_symmetrized_kl_kernel.py
gpytorch/kernels/grid_interpolation_kernel.py
gpytorch/kernels/grid_kernel.py
gpytorch/kernels/index_kernel.py
gpytorch/kernels/inducing_point_kernel.py
gpytorch/kernels/kernel.py
gpytorch/kernels/lcm_kernel.py
gpytorch/kernels/linear_kernel.py
gpytorch/kernels/matern_kernel.py
gpytorch/kernels/multi_device_kernel.py
gpytorch/kernels/multitask_kernel.py
gpytorch/kernels/newton_girard_additive_kernel.py
gpytorch/kernels/periodic_kernel.py
gpytorch/kernels/polynomial_kernel.py
gpytorch/kernels/polynomial_kernel_grad.py
gpytorch/kernels/product_structure_kernel.py
gpytorch/kernels/rbf_kernel.py
gpytorch/kernels/rbf_kernel_grad.py
gpytorch/kernels/rff_kernel.py
gpytorch/kernels/rq_kernel.py
gpytorch/kernels/scale_kernel.py
gpytorch/kernels/spectral_delta_kernel.py
gpytorch/kernels/spectral_mixture_kernel.py
gpytorch/kernels/keops/__init__.py
gpytorch/kernels/keops/keops_kernel.py
gpytorch/kernels/keops/matern_kernel.py
gpytorch/kernels/keops/rbf_kernel.py
gpytorch/lazy/__init__.py
gpytorch/lazy/added_diag_lazy_tensor.py
gpytorch/lazy/batch_repeat_lazy_tensor.py
gpytorch/lazy/block_diag_lazy_tensor.py
gpytorch/lazy/block_interleaved_lazy_tensor.py
gpytorch/lazy/block_lazy_tensor.py
gpytorch/lazy/cached_cg_lazy_tensor.py
gpytorch/lazy/cat_lazy_tensor.py
gpytorch/lazy/chol_lazy_tensor.py
gpytorch/lazy/constant_mul_lazy_tensor.py
gpytorch/lazy/diag_lazy_tensor.py
gpytorch/lazy/interpolated_lazy_tensor.py
gpytorch/lazy/keops_lazy_tensor.py
gpytorch/lazy/kronecker_product_added_diag_lazy_tensor.py
gpytorch/lazy/kronecker_product_lazy_tensor.py
gpytorch/lazy/lazy_evaluated_kernel_tensor.py
gpytorch/lazy/lazy_tensor.py
gpytorch/lazy/lazy_tensor_representation_tree.py
gpytorch/lazy/low_rank_root_added_diag_lazy_tensor.py
gpytorch/lazy/low_rank_root_lazy_tensor.py
gpytorch/lazy/matmul_lazy_tensor.py
gpytorch/lazy/mul_lazy_tensor.py
gpytorch/lazy/non_lazy_tensor.py
gpytorch/lazy/psd_sum_lazy_tensor.py
gpytorch/lazy/root_lazy_tensor.py
gpytorch/lazy/sum_batch_lazy_tensor.py
gpytorch/lazy/sum_lazy_tensor.py
gpytorch/lazy/toeplitz_lazy_tensor.py
gpytorch/lazy/triangular_lazy_tensor.py
gpytorch/lazy/zero_lazy_tensor.py
gpytorch/likelihoods/__init__.py
gpytorch/likelihoods/bernoulli_likelihood.py
gpytorch/likelihoods/beta_likelihood.py
gpytorch/likelihoods/gaussian_likelihood.py
gpytorch/likelihoods/laplace_likelihood.py
gpytorch/likelihoods/likelihood.py
gpytorch/likelihoods/likelihood_list.py
gpytorch/likelihoods/multitask_gaussian_likelihood.py
gpytorch/likelihoods/noise_models.py
gpytorch/likelihoods/softmax_likelihood.py
gpytorch/likelihoods/student_t_likelihood.py
gpytorch/means/__init__.py
gpytorch/means/constant_mean.py
gpytorch/means/constant_mean_grad.py
gpytorch/means/linear_mean.py
gpytorch/means/mean.py
gpytorch/means/multitask_mean.py
gpytorch/means/zero_mean.py
gpytorch/mlls/__init__.py
gpytorch/mlls/_approximate_mll.py
gpytorch/mlls/added_loss_term.py
gpytorch/mlls/deep_approximate_mll.py
gpytorch/mlls/deep_predictive_log_likelihood.py
gpytorch/mlls/exact_marginal_log_likelihood.py
gpytorch/mlls/gamma_robust_variational_elbo.py
gpytorch/mlls/inducing_point_kernel_added_loss_term.py
gpytorch/mlls/leave_one_out_pseudo_likelihood.py
gpytorch/mlls/marginal_log_likelihood.py
gpytorch/mlls/noise_model_added_loss_term.py
gpytorch/mlls/predictive_log_likelihood.py
gpytorch/mlls/sum_marginal_log_likelihood.py
gpytorch/mlls/variational_elbo.py
gpytorch/models/__init__.py
gpytorch/models/approximate_gp.py
gpytorch/models/exact_gp.py
gpytorch/models/exact_prediction_strategies.py
gpytorch/models/gp.py
gpytorch/models/model_list.py
gpytorch/models/deep_gps/__init__.py
gpytorch/models/deep_gps/deep_gp.py
gpytorch/models/deep_gps/dspp.py
gpytorch/models/pyro/__init__.py
gpytorch/models/pyro/_pyro_mixin.py
gpytorch/models/pyro/pyro_gp.py
gpytorch/optim/__init__.py
gpytorch/optim/ngd.py
gpytorch/priors/__init__.py
gpytorch/priors/horseshoe_prior.py
gpytorch/priors/lkj_prior.py
gpytorch/priors/prior.py
gpytorch/priors/smoothed_box_prior.py
gpytorch/priors/torch_priors.py
gpytorch/priors/utils.py
gpytorch/priors/wishart_prior.py
gpytorch/test/__init__.py
gpytorch/test/base_kernel_test_case.py
gpytorch/test/base_likelihood_test_case.py
gpytorch/test/base_mean_test_case.py
gpytorch/test/base_test_case.py
gpytorch/test/lazy_tensor_test_case.py
gpytorch/test/model_test_case.py
gpytorch/test/utils.py
gpytorch/test/variational_test_case.py
gpytorch/utils/__init__.py
gpytorch/utils/broadcasting.py
gpytorch/utils/cholesky.py
gpytorch/utils/contour_integral_quad.py
gpytorch/utils/deprecation.py
gpytorch/utils/errors.py
gpytorch/utils/getitem.py
gpytorch/utils/grid.py
gpytorch/utils/interpolation.py
gpytorch/utils/lanczos.py
gpytorch/utils/linear_cg.py
gpytorch/utils/memoize.py
gpytorch/utils/minres.py
gpytorch/utils/pivoted_cholesky.py
gpytorch/utils/quadrature.py
gpytorch/utils/sparse.py
gpytorch/utils/stochastic_lq.py
gpytorch/utils/toeplitz.py
gpytorch/utils/transforms.py
gpytorch/utils/warnings.py
gpytorch/variational/__init__.py
gpytorch/variational/_variational_distribution.py
gpytorch/variational/_variational_strategy.py
gpytorch/variational/additive_grid_interpolation_variational_strategy.py
gpytorch/variational/batch_decoupled_variational_strategy.py
gpytorch/variational/cholesky_variational_distribution.py
gpytorch/variational/ciq_variational_strategy.py
gpytorch/variational/delta_variational_distribution.py
gpytorch/variational/grid_interpolation_variational_strategy.py
gpytorch/variational/independent_multitask_variational_strategy.py
gpytorch/variational/lmc_variational_strategy.py
gpytorch/variational/mean_field_variational_distribution.py
gpytorch/variational/natural_variational_distribution.py
gpytorch/variational/orthogonally_decoupled_variational_strategy.py
gpytorch/variational/tril_natural_variational_distribution.py
gpytorch/variational/unwhitened_variational_strategy.py
gpytorch/variational/variational_strategy.py
gpytorch/variational/whitened_variational_strategy.py
test/__init__.py
test/test_module.py
test/test_settings.py
test/constraints/__init__.py
test/constraints/test_constraints.py
test/distributions/__init__.py
test/distributions/test_delta.py
test/distributions/test_multitask_multivariate_normal.py
test/distributions/test_multivariate_normal.py
test/examples/__init__.py
test/examples/test_batch_decoupled_ppgpr_regression.py
test/examples/test_batch_gp_regression.py
test/examples/test_batch_multitask_gp_regression.py
test/examples/test_batch_svgp_gp_regression.py
test/examples/test_decoupled_svgp_regression.py
test/examples/test_fixed_noise_fanatasy_updates.py
test/examples/test_grid_gp_regression.py
test/examples/test_hadamard_multitask_gp_regression.py
test/examples/test_independent_multitask_gp_regression.py
test/examples/test_kissgp_additive_classification.py
test/examples/test_kissgp_additive_regression.py
test/examples/test_kissgp_dkl_regression.py
test/examples/test_kissgp_gp_classification.py
test/examples/test_kissgp_gp_regression.py
test/examples/test_kissgp_kronecker_product_classification.py
test/examples/test_kissgp_kronecker_product_regression.py
test/examples/test_kissgp_multiplicative_regression.py
test/examples/test_kissgp_variational_regression.py
test/examples/test_kissgp_white_noise_regression.py
test/examples/test_kronecker_multitask_gp_regression.py
test/examples/test_kronecker_multitask_ski_gp_regression.py
test/examples/test_lcm_kernel_regression.py
test/examples/test_lmc_svgp_regression.py
test/examples/test_model_list_gp_regression.py
test/examples/test_pyro_integration.py
test/examples/test_sgpr_regression.py
test/examples/test_simple_gp_classification.py
test/examples/test_simple_gp_regression.py
test/examples/test_spectral_mixture_gp_regression.py
test/examples/test_svgp_gp_classification.py
test/examples/test_svgp_gp_regression.py
test/examples/test_unwhitened_svgp_regression.py
test/examples/test_white_noise_regression.py
test/functions/__init__.py
test/functions/test_dsmm.py
test/functions/test_inv_matmul.py
test/functions/test_inv_quad.py
test/functions/test_inv_quad_log_det.py
test/functions/test_log_normal_cdf.py
test/functions/test_matern_covariance.py
test/functions/test_matmul.py
test/functions/test_rbf_covariance.py
test/functions/test_root_decomposition.py
test/kernels/__init__.py
test/kernels/test_additive_kernel.py
test/kernels/test_arc_kernel.py
test/kernels/test_cosine_kernel.py
test/kernels/test_cylindrical_kernel.py
test/kernels/test_gaussian_symmetrized_kl_kernel.py
test/kernels/test_grid_interpolation_kernel.py
test/kernels/test_grid_kernel.py
test/kernels/test_linear_kernel.py
test/kernels/test_matern_kernel.py
test/kernels/test_newton_girard_additive_kernel.py
test/kernels/test_periodic_kernel.py
test/kernels/test_polynomial_kernel.py
test/kernels/test_polynomial_kernel_grad.py
test/kernels/test_rbf_kernel.py
test/kernels/test_rbf_kernel_grad.py
test/kernels/test_rff_kernel.py
test/kernels/test_rq_kernel.py
test/kernels/test_scale_kernel.py
test/kernels/test_spectral_delta_kernel.py
test/kernels/test_spectral_mixture_kernel.py
test/kernels/keops/__init__.py
test/kernels/keops/test_matern_kernel.py
test/kernels/keops/test_rbf_kernel.py
test/lazy/__init__.py
test/lazy/test_added_diag_lazy_tensor.py
test/lazy/test_batch_repeat_lazy_tensor.py
test/lazy/test_block_diag_lazy_tensor.py
test/lazy/test_block_interleaved_lazy_tensor.py
test/lazy/test_cached_cg_lazy_tensor.py
test/lazy/test_cat_lazy_tensor.py
test/lazy/test_chol_lazy_tensor.py
test/lazy/test_constant_mul_lazy_tensor.py
test/lazy/test_diag_lazy_tensor.py
test/lazy/test_interpolated_lazy_tensor.py
test/lazy/test_kronecker_product_added_diag_lazy_tensor.py
test/lazy/test_kronecker_product_lazy_tensor.py
test/lazy/test_lazy_evaluated_kernel_tensor.py
test/lazy/test_matmul_lazy_tensor.py
test/lazy/test_mul_lazy_tensor.py
test/lazy/test_non_lazy_tensor.py
test/lazy/test_psd_sum_lazy_tensor.py
test/lazy/test_root_lazy_tensor.py
test/lazy/test_sum_batch_lazy_tensor.py
test/lazy/test_sum_lazy_tensor.py
test/lazy/test_toeplitz_lazy_tensor.py
test/lazy/test_zero_lazy_tensor.py
test/likelihoods/__init__.py
test/likelihoods/test_bernoulli_likelihood.py
test/likelihoods/test_beta_likelihood.py
test/likelihoods/test_gaussian_likelihood.py
test/likelihoods/test_general_multitask_gaussian_likelihood.py
test/likelihoods/test_laplace_likelihood.py
test/likelihoods/test_multitask_gaussian_likelihood.py
test/likelihoods/test_softmax_likelihood.py
test/likelihoods/test_student_t_likelihood.py
test/means/__init__.py
test/means/test_constant_mean.py
test/means/test_constant_mean_grad.py
test/means/test_linear_mean.py
test/means/test_multitask_mean.py
test/means/test_zero_mean.py
test/mlls/__init__.py
test/mlls/test_leave_one_out_pseudo_likelihood.py
test/models/__init__.py
test/models/test_exact_gp.py
test/models/test_model_list.py
test/models/test_variational_gp.py
test/optim/__init__.py
test/optim/test_ngd.py
test/priors/__init__.py
test/priors/test_gamma_prior.py
test/priors/test_horseshoe_prior.py
test/priors/test_lkj_prior.py
test/priors/test_multivariate_normal_prior.py
test/priors/test_normal_prior.py
test/priors/test_smoothed_box_prior.py
test/utils/__init__.py
test/utils/test_cholesky.py
test/utils/test_getitem.py
test/utils/test_grid.py
test/utils/test_interpolation.py
test/utils/test_lanczos.py
test/utils/test_linear_cg.py
test/utils/test_minres.py
test/utils/test_pivoted_cholesky.py
test/utils/test_quadrature.py
test/utils/test_sparse.py
test/utils/test_toeplitz.py
test/variational/__init__.py
test/variational/test_batch_decoupled_variational_strategy.py
test/variational/test_ciq_variational_strategy.py
test/variational/test_grid_interpolation_variational_strategy.py
test/variational/test_independent_multitask_variational_strategy.py
test/variational/test_lmc_variational_strategy.py
test/variational/test_natural_variational_distribution.py
test/variational/test_orthogonally_decoupled_variational_strategy.py
test/variational/test_unwhitened_variational_strategy.py
test/variational/test_variational_strategy.py
test/variational/test_whitened_variational_strategy.py