.coveragerc .gitattributes .gitignore .travis.yml CHANGELOG.rst INSTALL.rst LICENSE MANIFEST.in README.rst requirements-dev.txt requirements-doc.txt setup.cfg setup.py tox.ini versioneer.py .vscode/temp.sql bayespy/__init__.py bayespy/_meta.py bayespy/_version.py bayespy/discrete_example.py bayespy/plot.py bayespy/testing.py bayespy.egg-info/PKG-INFO bayespy.egg-info/SOURCES.txt bayespy.egg-info/dependency_links.txt bayespy.egg-info/entry_points.txt bayespy.egg-info/requires.txt bayespy.egg-info/top_level.txt bayespy/demos/__init__.py bayespy/demos/annealing.py bayespy/demos/black_box.py bayespy/demos/categorical.py bayespy/demos/collapsed_cg.py bayespy/demos/gamma_shape.py bayespy/demos/hmm.py bayespy/demos/lda.py bayespy/demos/lssm.py bayespy/demos/lssm_sd.py bayespy/demos/lssm_tvd.py bayespy/demos/mog.py bayespy/demos/pattern_search.py bayespy/demos/pca.py bayespy/demos/saving.py bayespy/demos/stochastic_inference.py bayespy/inference/__init__.py bayespy/inference/vmp/__init__.py bayespy/inference/vmp/transformations.py bayespy/inference/vmp/vmp.py bayespy/inference/vmp/nodes/CovarianceFunctions.py bayespy/inference/vmp/nodes/GaussianProcesses.py bayespy/inference/vmp/nodes/__init__.py bayespy/inference/vmp/nodes/add.py bayespy/inference/vmp/nodes/bernoulli.py bayespy/inference/vmp/nodes/beta.py bayespy/inference/vmp/nodes/binomial.py bayespy/inference/vmp/nodes/categorical.py bayespy/inference/vmp/nodes/categorical_markov_chain.py bayespy/inference/vmp/nodes/concat_gaussian.py bayespy/inference/vmp/nodes/concatenate.py bayespy/inference/vmp/nodes/constant.py bayespy/inference/vmp/nodes/converters.py bayespy/inference/vmp/nodes/deterministic.py bayespy/inference/vmp/nodes/dirichlet.py bayespy/inference/vmp/nodes/dot.py bayespy/inference/vmp/nodes/expfamily.py bayespy/inference/vmp/nodes/exponential.py bayespy/inference/vmp/nodes/gamma.py bayespy/inference/vmp/nodes/gate.py bayespy/inference/vmp/nodes/gaussian.py bayespy/inference/vmp/nodes/gaussian_markov_chain.py bayespy/inference/vmp/nodes/gp.py bayespy/inference/vmp/nodes/logistic.py bayespy/inference/vmp/nodes/logpdf.py bayespy/inference/vmp/nodes/mixture.py bayespy/inference/vmp/nodes/ml.py bayespy/inference/vmp/nodes/multinomial.py bayespy/inference/vmp/nodes/node.py bayespy/inference/vmp/nodes/point_estimate.py bayespy/inference/vmp/nodes/poisson.py bayespy/inference/vmp/nodes/stochastic.py bayespy/inference/vmp/nodes/take.py bayespy/inference/vmp/nodes/wishart.py bayespy/inference/vmp/nodes/tests/__init__.py bayespy/inference/vmp/nodes/tests/test_bernoulli.py bayespy/inference/vmp/nodes/tests/test_beta.py bayespy/inference/vmp/nodes/tests/test_binomial.py bayespy/inference/vmp/nodes/tests/test_categorical.py bayespy/inference/vmp/nodes/tests/test_categorical_markov_chain.py bayespy/inference/vmp/nodes/tests/test_concatenate.py bayespy/inference/vmp/nodes/tests/test_deterministic.py bayespy/inference/vmp/nodes/tests/test_dirichlet.py bayespy/inference/vmp/nodes/tests/test_dot.py bayespy/inference/vmp/nodes/tests/test_gamma.py bayespy/inference/vmp/nodes/tests/test_gate.py bayespy/inference/vmp/nodes/tests/test_gaussian.py bayespy/inference/vmp/nodes/tests/test_gaussian_markov_chain.py bayespy/inference/vmp/nodes/tests/test_mixture.py bayespy/inference/vmp/nodes/tests/test_multinomial.py bayespy/inference/vmp/nodes/tests/test_node.py bayespy/inference/vmp/nodes/tests/test_poisson.py bayespy/inference/vmp/nodes/tests/test_take.py bayespy/inference/vmp/nodes/tests/test_wishart.py bayespy/inference/vmp/tests/__init__.py bayespy/inference/vmp/tests/test_annealing.py bayespy/inference/vmp/tests/test_transformations.py bayespy/nodes/__init__.py bayespy/tests/__init__.py bayespy/tests/test_plot.py bayespy/tests/baseline_images/test_plot/contour.png bayespy/tests/baseline_images/test_plot/gaussian_mixture.png bayespy/tests/baseline_images/test_plot/hinton_p.png bayespy/tests/baseline_images/test_plot/hinton_r.png bayespy/tests/baseline_images/test_plot/hinton_z.png bayespy/tests/baseline_images/test_plot/pdf.png bayespy/utils/__init__.py bayespy/utils/linalg.py bayespy/utils/misc.py bayespy/utils/optimize.py bayespy/utils/random.py bayespy/utils/covfunc/__init__.py bayespy/utils/covfunc/covariance.py bayespy/utils/tests/__init__.py bayespy/utils/tests/test_linalg.py bayespy/utils/tests/test_misc.py bayespy/utils/tests/test_random.py doc/Makefile doc/requirements_rtd.txt doc/source/conf.py doc/source/demos.rst doc/source/index.rst doc/source/intro.rst doc/source/nodes.rst doc/source/references.bib doc/source/references.rst doc/source/_templates/autosummary/class.rst doc/source/_templates/autosummary/module.rst doc/source/_templates/autosummary/short_module.rst doc/source/dev_api/dev_api.rst doc/source/dev_api/distributions.rst doc/source/dev_api/moments.rst doc/source/dev_api/nodes.rst doc/source/dev_api/utils.rst doc/source/dev_guide/advanced.rst doc/source/dev_guide/dev_guide.rst doc/source/dev_guide/engine.rst doc/source/dev_guide/vmp.rst doc/source/dev_guide/workflow.rst doc/source/dev_guide/writingnodes.rst doc/source/dev_guide/vmp/vmp_gamma.rst doc/source/dev_guide/vmp/vmp_gaussian.rst doc/source/dev_guide/vmp/vmp_gaussian_gamma.rst doc/source/dev_guide/vmp/vmp_gaussian_wishart.rst doc/source/dev_guide/vmp/vmp_mixture.rst doc/source/dev_guide/vmp/vmp_normal.rst doc/source/dev_guide/vmp/vmp_normal_gamma.rst doc/source/dev_guide/vmp/vmp_wishart.rst doc/source/examples/additive_fhmm.rst doc/source/examples/bmm.rst doc/source/examples/examples.rst doc/source/examples/gmm.rst doc/source/examples/hmm.rst doc/source/examples/lda.rst doc/source/examples/lssm.rst doc/source/examples/maximum_likelihood.ipynb doc/source/examples/multinomial.ipynb doc/source/examples/pca.rst doc/source/examples/regression.ipynb doc/source/examples/ipython/images/hierarchicalmodel.png doc/source/user_api/user_api.rst doc/source/user_guide/advanced.rst doc/source/user_guide/inference.rst doc/source/user_guide/install.rst doc/source/user_guide/modelconstruct.rst doc/source/user_guide/plot.rst doc/source/user_guide/quickstart.rst doc/source/user_guide/quickstartbackup.py doc/source/user_guide/quickstartbackup.rst doc/source/user_guide/user_guide.rst