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pymc-devs / pymc3 / 3045
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Build:
DEFAULT BRANCH: master
Ran 18 Oct 2016 08:41AM UTC
Jobs 6
Files 95
Run time 8min
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ENH Mixture Models (#1437)

* First pass at mixture modelling

* No longer necessary to reference self.comp_dists directly in logp

* Add dimension internally (when necessary)

* Import get_tau_sd

* Misc bugfixes

* Add sampling to Mixtures

* Differentiate between Discrete and Continuous mixtures when possible

* Add support for 2D weights

* Gracefully try to calculate mean and mode defaults

* Add docstrings for Mixture classes

* Export mixture models

* Reference self.comp_dists

* Remove unnecessary pm.

* Add Mixture tests

* Add missing imports

* Add marginalized Gaussian mixture model example

* Calculate the mode of the mixture distribution correctly

140 of 140 new or added lines in 3 files covered. (100.0%)

6422 of 7584 relevant lines covered (84.68%)

2.84 hits per line

New Missed Lines in Diff

Lines Coverage ∆ File
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pymc3/distributions/mixture.py
Jobs
ID Job ID Ran Files Coverage
1 3045.1 (TESTCMD=" -vv --with-timer --with-coverage --cover-package=pymc3 -e test_examples -e test_distributions" PYTHON_VERSION=${TRAVIS_PYTHON_VERSION}) 18 Oct 2016 08:49AM UTC 0
71.73
Travis Job 3045.1
2 3045.2 (TESTCMD=" -vv --with-timer --with-coverage --cover-package=pymc3 pymc3.tests.test_distributions pymc3.tests.test_examples" PYTHON_VERSION=${TRAVIS_PYTHON_VERSION}) 18 Oct 2016 08:46AM UTC 0
38.83
Travis Job 3045.2
3 3045.3 (TESTCMD=" -vv --with-timer --with-coverage --cover-package=pymc3 pymc3.tests.test_distributions_random" PYTHON_VERSION=${TRAVIS_PYTHON_VERSION}) 18 Oct 2016 08:41AM UTC 0
31.25
Travis Job 3045.3
4 3045.4 (TESTCMD=" -vv --with-timer --with-coverage --cover-package=pymc3 -e test_examples -e test_distributions" PYTHON_VERSION=${TRAVIS_PYTHON_VERSION}) 18 Oct 2016 08:50AM UTC 0
71.73
Travis Job 3045.4
5 3045.5 (TESTCMD=" -vv --with-timer --with-coverage --cover-package=pymc3 pymc3.tests.test_distributions pymc3.tests.test_examples" PYTHON_VERSION=${TRAVIS_PYTHON_VERSION}) 18 Oct 2016 08:49AM UTC 0
38.83
Travis Job 3045.5
6 3045.6 (TESTCMD=" -vv --with-timer --with-coverage --cover-package=pymc3 pymc3.tests.test_distributions_random" PYTHON_VERSION=${TRAVIS_PYTHON_VERSION}) 18 Oct 2016 08:49AM UTC 0
31.25
Travis Job 3045.6
Source Files on build 3045
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