Revision 48270681afc13081094f7f398a1e194c6b07ba9b authored by vdutor on 03 January 2018, 17:44:53 UTC, committed by Mark van der Wilk on 03 January 2018, 17:44:53 UTC
* Outline of new expectations code. * Quadrature code now uses TensorFlow shape inference. * General expectations work. * Expectations RBF kern, not tested * Add Identity mean function * General unittests for Expectations * Add multipledispatch package to travis * Update tests_expectations * Expectations of mean functions * Mean function uncertain conditional * Uncertain conditional with mean_function. Tested. * Support for Add and Prod kernels and quadrature fallback decorator * Refactor expectations unittests * Psi stats Linear kernel * Split expectations in different files * Expectation Linear kernel and Linear mean function * Remove None's from expectations api * Removed old ekernels framework * Add multipledispatch to setup file * Work on PR feedback, not finished * Addressed PR feedback * Support for pairwise xKxz * Enable expectations unittests * Renamed `TimeseriesGaussian` to `MarkovGaussian` and added tests. * Rename some variable, plus note for later test of <x Kxz>_q. * Update conditionals.py Add comment * Change order of inputs to (feat, kern) * Stef/expectations (#601) * adding gaussmarkov quad * don't override the markvogaussian in the quadrature * can't test * adding external test * quadrature code done and works for MarkovGauss * MarkovGaussian with quad implemented. All tests pass * Shape comments. * Removed superfluous autoflow functions for kernel expectations * Update kernels.py * Update quadrature.py
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| File | Mode | Size |
|---|---|---|
| core | ||
| models | ||
| params | ||
| training | ||
| __init__.py | -rw-r--r-- | 1.6 KB |
| _settings.py | -rw-r--r-- | 5.3 KB |
| _version.py | -rw-r--r-- | 597 bytes |
| conditionals.py | -rw-r--r-- | 9.7 KB |
| decors.py | -rw-r--r-- | 6.7 KB |
| densities.py | -rw-r--r-- | 2.7 KB |
| expectations.py | -rw-r--r-- | 24.3 KB |
| expectations_quadrature.py | -rw-r--r-- | 5.2 KB |
| features.py | -rw-r--r-- | 6.6 KB |
| gpflowrc | -rw-r--r-- | 434 bytes |
| kernels.py | -rw-r--r-- | 25.5 KB |
| kullback_leiblers.py | -rw-r--r-- | 3.5 KB |
| likelihoods.py | -rw-r--r-- | 20.5 KB |
| mean_functions.py | -rw-r--r-- | 5.4 KB |
| misc.py | -rw-r--r-- | 7.3 KB |
| priors.py | -rw-r--r-- | 3.8 KB |
| probability_distributions.py | -rw-r--r-- | 1.7 KB |
| quadrature.py | -rw-r--r-- | 3.0 KB |
| session_manager.py | -rw-r--r-- | 4.3 KB |
| test_util.py | -rw-r--r-- | 1.8 KB |
| transforms.py | -rw-r--r-- | 11.2 KB |
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