https://github.com/GPflow/GPflow
Revision fd6beaafd27c5c48d09f037b1b46f56260da424c authored by Hugh Salimbeni on 22 August 2018, 14:13:39 UTC, committed by Artem Artemev on 22 August 2018, 14:13:39 UTC
Modifies the kernels and conditionals to support broadcasting over (arbitrarily many) extra leading dimensions, similar to most of the tensorflow ops. So e.g. kern.K(X) now supports X being shape `[S, ..., T, N, D]`, and returns `[S, ..., T, N, N]`
1 parent af89b6d
Tip revision: fd6beaafd27c5c48d09f037b1b46f56260da424c authored by Hugh Salimbeni on 22 August 2018, 14:13:39 UTC
Support broadcasting (#829)
Support broadcasting (#829)
Tip revision: fd6beaa
| 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_broadcasting.py | -rw-r--r-- | 2.8 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-- | 23.1 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-- | 26.3 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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