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PYTHON_VERSION=3.6 FLOATX='float64' TESTCMD="--durations=10 --cov-append pymc3/tests/test_distributions_random.py pymc3/tests/test_shared.py pymc3/tests/test_smc.py pymc3/tests/test_sampling.py"

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twiecki 
<a href="https://github.com/pymc-devs/pymc3/commit/<a class=hub.com/pymc-devs/pymc3/commit/<a class="double-link" href="https://git"><a class=hub.com/pymc-devs/pymc3/commit/fc2bb564b614f3c610035358c2e72e58a9bc605b">fc2bb564b<a href="https://github.com/pymc-devs/pymc3/commit/fc2bb564b614f3c610035358c2e72e58a9bc605b">&lt;a href=&quot;https://github.com/pymc-devs/pymc3/commit/fc2bb564b614f3c610035358c2e72e58a9bc605b&quot;&gt;&amp;quot;&amp;gt;Censored data and Weibull AFT model (#3095)

* Port of jazzmuesli PR

* Add explanation and docstrings, rename notebook

* Finished censored data notebook

* Rename aft notebook to weibull aft

* Revert &amp;quot;Finished censored data notebook&amp;quot;

This reverts commit &lt;/a&gt;&lt;a class=&quot;double-link&quot; href=&quot;https://github.com/pymc-devs/pymc3/commit/&lt;a class=&quot;double-link&quot; href=&quot;https://github.com/pymc-devs/pymc3/commit/74656e3fdb7c200553e58c5cce4fad3202ff2cab&quot;&gt;74656e3fd&lt;/a&gt;&quot;&gt;74656e3fd&lt;/a&gt;&lt;a href=&quot;https://github.com/pymc-devs/pymc3/commit/fc2bb564b614f3c610035358c2e72e58a9bc605b">.

* Revert accidental change

* Remove censored_data.py

* Revert &quot;Revert &quot;Finished censored data notebook&quot;&quot;

This reverts commit </a><a class="double-link" href="https://github.com/pymc-devs/pymc3/commit/<a class="double-link" href="https://github.com/pymc-devs/pymc3/commit/4c6faaba8814ea7c037f7e7b40b70e8827f77843">4c6faaba8</a>">4c6faaba8</a><a href="https://github.com/pymc-devs/pymc3/commit/fc2bb564b614f3c610035358c2e72e58a9bc605b">.

* Touch up censored_data.ipynb

* Add survival analysis session to examples

* Add parametric survival notebook

* Update doc session

* First pass at AFT notebook

* Second pass at weibull aft notebook

* Change all Bernoullis to Potentials

* Update doc to point to weibull aft nb

* Include some more explanation

* Touch ups

* Add line to release notes

* Correct Bernoulli to Potential

8117 of 19798 relevant lines covered (41.0%)

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Source Files on job 8001.9 (PYTHON_VERSION=3.6 FLOATX='float64' TESTCMD="--durations=10 --cov-append pymc3/tests/test_distributions_random.py pymc3/tests/test_shared.py pymc3/tests/test_smc.py pymc3/tests/test_sampling.py")