https://github.com/GPflow/GPflow
Revision 77be468c95e06730f613726ec7a09b9594602b46 authored by John Bradshaw on 10 October 2017, 10:53:08 UTC, committed by John Bradshaw on 10 October 2017, 10:53:08 UTC
* fixed a bug in log likelihood that was causing NaNs * fixed the gradients for likelihood as was doing too many tf.stop_gradients * added the option to not rerun EP each time you call log_likelihood * tidied up the demo so that get nice clean comparison between VGP and EP * soem numerical fixes and minor refactoring of EP code.
1 parent f7b52ab
Tip revision: 77be468c95e06730f613726ec7a09b9594602b46 authored by John Bradshaw on 10 October 2017, 10:53:08 UTC
Binary classification with EP
Binary classification with EP
Tip revision: 77be468
| File | Mode | Size |
|---|---|---|
| __init__.py | -rw-r--r-- | 0 bytes |
| gpflowrc_test.txt | -rw-r--r-- | 157 bytes |
| reference.py | -rw-r--r-- | 2.0 KB |
| test_autoflow.py | -rw-r--r-- | 9.5 KB |
| test_conditionals.py | -rw-r--r-- | 6.7 KB |
| test_config.py | -rw-r--r-- | 3.2 KB |
| test_coregion.py | -rw-r--r-- | 6.6 KB |
| test_data_object.py | -rw-r--r-- | 7.2 KB |
| test_ekerns.py | -rw-r--r-- | 22.7 KB |
| test_gaussian_utils.py | -rw-r--r-- | 3.3 KB |
| test_gplvm.py | -rw-r--r-- | 6.5 KB |
| test_hmc.py | -rw-r--r-- | 4.6 KB |
| test_kerns.py | -rw-r--r-- | 19.4 KB |
| test_likelihoods.py | -rw-r--r-- | 16.8 KB |
| test_mean_functions.py | -rw-r--r-- | 14.7 KB |
| test_method_equivalence.py | -rw-r--r-- | 9.8 KB |
| test_methods.py | -rw-r--r-- | 11.4 KB |
| test_minibatch_data.py | -rw-r--r-- | 4.7 KB |
| test_model.py | -rw-r--r-- | 7.4 KB |
| test_notebooks.py | -rw-r--r-- | 3.0 KB |
| test_param.py | -rw-r--r-- | 21.7 KB |
| test_pickle.py | -rw-r--r-- | 5.6 KB |
| test_predict.py | -rw-r--r-- | 6.5 KB |
| test_priors.py | -rw-r--r-- | 4.3 KB |
| test_profiling.py | -rw-r--r-- | 2.6 KB |
| test_session.py | -rw-r--r-- | 3.4 KB |
| test_transforms.py | -rw-r--r-- | 6.3 KB |
| test_triang.py | -rw-r--r-- | 2.2 KB |
| test_variational.py | -rw-r--r-- | 9.2 KB |
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