https://github.com/GPflow/GPflow
Revision 1851e0d03aeb50009765fbc73ddb281dc12f70c9 authored by st-- on 27 June 2018, 11:19:26 UTC, committed by Mark van der Wilk on 27 June 2018, 11:19:26 UTC
* add @markvdw's stochastic likelihood, including the softmax * initial MC likelihood * remove MonteCarloLikelihood base class from tests * fix test * var of predict_mean_and_var and predict_density for MC likelihood * factor out MC sampling * add comment for variance bias * add tests * fixes * use same integration as for GH quadrature in MonteCarloLikelihood.predict_mean_and_var() * . * increase rtol * move to proper use of super() * move MC integration to quadrature module, similar to ndiagquad * seed to make test deterministic * add Assert for shape of Y * tidy up studentT likelihood * fix for heteroskedastic likelihoods -- requires logp to always call the Y argument Y * fix doc * add assert and equivalence tests for SoftMax * remove erroneously added file * rename "probit" to inv_probit (which is what it actually is) * add assert for num_classes to SoftMax * fix whitespace * Update RELEASE.md * Update RELEASE.md
1 parent 1b0f4b0
Tip revision: 1851e0d03aeb50009765fbc73ddb281dc12f70c9 authored by st-- on 27 June 2018, 11:19:26 UTC
Monte-Carlo likelihoods (#799)
Monte-Carlo likelihoods (#799)
Tip revision: 1851e0d
| File | Mode | Size |
|---|---|---|
| __init__.py | -rw-r--r-- | 0 bytes |
| reference.py | -rw-r--r-- | 2.0 KB |
| test_actions.py | -rw-r--r-- | 1.8 KB |
| test_autoflow.py | -rw-r--r-- | 6.1 KB |
| test_conditionals.py | -rw-r--r-- | 6.0 KB |
| test_config.py | -rw-r--r-- | 5.5 KB |
| test_core.py | -rw-r--r-- | 1.2 KB |
| test_coregion.py | -rw-r--r-- | 7.3 KB |
| test_data_object.py | -rw-r--r-- | 6.1 KB |
| test_dataholders.py | -rw-r--r-- | 8.5 KB |
| test_expectations.py | -rw-r--r-- | 10.9 KB |
| test_features.py | -rw-r--r-- | 4.0 KB |
| test_gplvm.py | -rw-r--r-- | 3.7 KB |
| test_hmc.py | -rw-r--r-- | 7.0 KB |
| test_kerns.py | -rw-r--r-- | 18.5 KB |
| test_kldiv.py | -rw-r--r-- | 5.9 KB |
| test_likelihoods.py | -rw-r--r-- | 21.4 KB |
| test_logdensities.py | -rw-r--r-- | 2.2 KB |
| test_mean_functions.py | -rw-r--r-- | 16.4 KB |
| test_method_equivalence.py | -rw-r--r-- | 9.6 KB |
| test_methods.py | -rw-r--r-- | 10.7 KB |
| test_misc.py | -rw-r--r-- | 5.6 KB |
| test_model.py | -rw-r--r-- | 9.3 KB |
| test_monitor.py | -rw-r--r-- | 1.7 KB |
| test_multioutput.py | -rw-r--r-- | 20.1 KB |
| test_multioutput_features.py | -rw-r--r-- | 2.4 KB |
| test_notebooks.py | -rw-r--r-- | 2.9 KB |
| test_optimizers.py | -rw-r--r-- | 17.6 KB |
| test_param.py | -rw-r--r-- | 44.5 KB |
| test_predict.py | -rw-r--r-- | 6.0 KB |
| test_priors.py | -rw-r--r-- | 6.6 KB |
| test_profiling.py | -rw-r--r-- | 3.5 KB |
| test_quadrature.py | -rw-r--r-- | 2.4 KB |
| test_saver.py | -rw-r--r-- | 5.9 KB |
| test_scaled_euclid_dist.py | -rw-r--r-- | 1.9 KB |
| test_session.py | -rw-r--r-- | 3.5 KB |
| test_transforms.py | -rw-r--r-- | 11.1 KB |
| test_triang.py | -rw-r--r-- | 2.8 KB |
| test_uncertain_conditional.py | -rw-r--r-- | 9.5 KB |
| test_variational.py | -rw-r--r-- | 8.3 KB |
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