https://github.com/GPflow/GPflow
Revision d048736df973ccaf2bc8efd03f04c33893941a40 authored by st-- on 27 October 2019, 16:28:49 UTC, committed by Artem Artemev on 27 October 2019, 16:28:49 UTC
Explicitly sets the default optimization method for Scipy() to L-BFGS-B (as in gpflow1), instead of letting scipy.minimize() figure it out. This resulted in BFGS, which may be too aggressive when encountering complex optimization surfaces, so L-BFGS-B may be a more sensible default.
1 parent ca40b13
Tip revision: d048736df973ccaf2bc8efd03f04c33893941a40 authored by st-- on 27 October 2019, 16:28:49 UTC
Change GPflow 2.0 scipy default method to L-BFGS-B (as in GPflow 1.0) (#1112)
Change GPflow 2.0 scipy default method to L-BFGS-B (as in GPflow 1.0) (#1112)
Tip revision: d048736
| File | Mode | Size |
|---|---|---|
| __init__.py | -rw-r--r-- | 154 bytes |
| reference.py | -rw-r--r-- | 2.0 KB |
| test_broadcasted_conditionals.py | -rw-r--r-- | 8.5 KB |
| test_conditionals.py | -rw-r--r-- | 4.0 KB |
| test_config.py | -rw-r--r-- | 3.3 KB |
| test_coregion.py | -rw-r--r-- | 7.2 KB |
| test_deepcopy.py | -rw-r--r-- | 1.2 KB |
| test_expectations.py | -rw-r--r-- | 10.5 KB |
| test_features.py | -rw-r--r-- | 4.1 KB |
| test_gplvm.py | -rw-r--r-- | 4.1 KB |
| test_kernels.py | -rw-r--r-- | 14.8 KB |
| test_kldiv.py | -rw-r--r-- | 5.2 KB |
| test_likelihoods.py | -rw-r--r-- | 19.2 KB |
| test_logdensities.py | -rw-r--r-- | 4.0 KB |
| test_mean_functions.py | -rw-r--r-- | 11.2 KB |
| test_method_equivalence.py | -rw-r--r-- | 11.0 KB |
| test_methods.py | -rw-r--r-- | 9.4 KB |
| test_model.py | -rw-r--r-- | 1.5 KB |
| test_multioutput.py | -rw-r--r-- | 24.9 KB |
| test_multioutput_features.py | -rw-r--r-- | 2.2 KB |
| test_natural_gradient.py | -rw-r--r-- | 4.8 KB |
| test_notebooks.py | -rw-r--r-- | 3.1 KB |
| test_predict.py | -rw-r--r-- | 6.9 KB |
| test_printing.py | -rw-r--r-- | 14.4 KB |
| test_prior.py | -rw-r--r-- | 3.1 KB |
| test_quadrature.py | -rw-r--r-- | 2.9 KB |
| test_scaled_euclid_dist.py | -rw-r--r-- | 1.9 KB |
| test_training.py | -rw-r--r-- | 2.9 KB |
| test_uncertain_conditional.py | -rw-r--r-- | 9.4 KB |
| test_variational.py | -rw-r--r-- | 8.1 KB |
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