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 |
---|---|---|
conditionals | ||
config | ||
covariances | ||
expectations | ||
inducing_variables | ||
kernels | ||
likelihoods | ||
models | ||
optimizers | ||
utilities | ||
__init__.py | -rw-r--r-- | 960 bytes |
base.py | -rw-r--r-- | 6.6 KB |
ci_utils.py | -rw-r--r-- | 964 bytes |
kullback_leiblers.py | -rw-r--r-- | 4.7 KB |
logdensities.py | -rw-r--r-- | 3.0 KB |
mean_functions.py | -rw-r--r-- | 5.8 KB |
probability_distributions.py | -rw-r--r-- | 1.7 KB |
quadrature.py | -rw-r--r-- | 7.7 KB |
versions.py | -rw-r--r-- | 177 bytes |
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