https://github.com/GPflow/GPflow
Revision 4a132712259277f3a312ebe81359cc687aeab6fd authored by st-- on 30 April 2018, 16:35:23 UTC, committed by Mark van der Wilk on 30 April 2018, 16:35:23 UTC
* Support exponential distribution as prior.

The exponential distribution here is parametrized using the rate
parameter lambda and always has its mode at 0.

* Reuse exponential density for prior distribution

Add transformation to test of exponential prior
This ensures that it is only evaluated on the positive domain

* Add sample method

* fix test

* fix test again

* more fixes

* add pragma: no cover to make codecov happy

* add sample tests

* sample test

* revert change to densities.exponential()

* fix

* pr comments

* fix test

* removing commented code
1 parent e59ff2f
History
Tip revision: 4a132712259277f3a312ebe81359cc687aeab6fd authored by st-- on 30 April 2018, 16:35:23 UTC
Add Exponential distribution as prior (#717)
Tip revision: 4a13271
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_conditionals.py -rw-r--r-- 6.0 KB
test_config.py -rw-r--r-- 4.9 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-- 6.2 KB
test_dataholders.py -rw-r--r-- 8.0 KB
test_densities.py -rw-r--r-- 2.2 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-- 3.8 KB
test_hmc.py -rw-r--r-- 6.9 KB
test_kerns.py -rw-r--r-- 18.5 KB
test_kldiv.py -rw-r--r-- 5.1 KB
test_likelihoods.py -rw-r--r-- 16.1 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_notebooks.py -rw-r--r-- 2.5 KB
test_optimizers.py -rw-r--r-- 16.1 KB
test_param.py -rw-r--r-- 44.2 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-- 3.6 KB
test_saver.py -rw-r--r-- 5.9 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-- 9.6 KB
test_variational.py -rw-r--r-- 8.3 KB

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