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 |
|---|---|---|
| core | ||
| models | ||
| multioutput | ||
| params | ||
| saver | ||
| training | ||
| __init__.py | -rw-r--r-- | 1.7 KB |
| _settings.py | -rw-r--r-- | 5.7 KB |
| _version.py | -rw-r--r-- | 597 bytes |
| actions.py | -rw-r--r-- | 11.9 KB |
| conditionals.py | -rw-r--r-- | 16.5 KB |
| decors.py | -rw-r--r-- | 7.2 KB |
| dispatch.py | -rw-r--r-- | 435 bytes |
| expectations.py | -rw-r--r-- | 39.1 KB |
| features.py | -rw-r--r-- | 5.7 KB |
| gpflowrc | -rw-r--r-- | 483 bytes |
| kernels.py | -rw-r--r-- | 27.5 KB |
| kullback_leiblers.py | -rw-r--r-- | 3.8 KB |
| likelihoods.py | -rw-r--r-- | 23.5 KB |
| logdensities.py | -rw-r--r-- | 3.3 KB |
| mean_functions.py | -rw-r--r-- | 5.4 KB |
| misc.py | -rw-r--r-- | 7.4 KB |
| priors.py | -rw-r--r-- | 4.5 KB |
| probability_distributions.py | -rw-r--r-- | 1.7 KB |
| quadrature.py | -rw-r--r-- | 7.6 KB |
| session_manager.py | -rw-r--r-- | 4.4 KB |
| test_util.py | -rw-r--r-- | 3.5 KB |
| transforms.py | -rw-r--r-- | 12.5 KB |
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