https://github.com/pymc-devs/pymc3

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40ccb10 Merge pull request #1647 from pymc-devs/v3.0_release REL Update version to 3.0. 09 January 2017, 14:08:10 UTC
5b6bb33 BLD Remove Python 3.6 compatibility. 09 January 2017, 11:41:53 UTC
36457cb DOC Update date. Split up authos and outside contributors. 09 January 2017, 11:00:22 UTC
69b9461 Merge pull request #1637 from pymc-devs/sqlite_record_indent Revert indentation in sqlite.record and clarify syntax 09 January 2017, 03:49:16 UTC
4953515 auto-scale the max value of y when njobs > 1 (#1648) 08 January 2017, 20:47:50 UTC
7c8cd15 Reverted c0351c19 and clarified reference to varnames element 08 January 2017, 20:47:50 UTC
6d02627 auto-scale the max value of y when njobs > 1 (#1648) 06 January 2017, 20:53:21 UTC
5740e84 Add Colin's email 06 January 2017, 20:16:31 UTC
832ad65 DOC Update release notes. 06 January 2017, 12:22:31 UTC
4f6bdf6 REL Update version to 3.0. 06 January 2017, 12:16:55 UTC
2394fac add varnames argument for consintency (#1641) * add varnames argument for consintency * do not pass flat_names argument (or varnames) 06 January 2017, 10:38:39 UTC
19fcf4b Merge pull request #1645 from aloctavodia/init_sampling use tranformed variables as starting points 05 January 2017, 20:29:40 UTC
88125bc use tranformed variables as starting points 05 January 2017, 15:07:48 UTC
704a897 Merge pull request #1639 from pymc-devs/adding_book DOCS: Adding Osvaldo Martin book 03 January 2017, 12:04:46 UTC
270f42a DOCS: Adding Osvaldo Martin book 03 January 2017, 09:48:29 UTC
0bc5f8f Merge pull request #1623 from huynhnguyen/master fix issue with advi when running on GPU 02 January 2017, 13:10:23 UTC
cad8ec2 Merging (#1635) 02 January 2017, 00:28:08 UTC
cc57a0c Removed doc from packages list (#1634) 01 January 2017, 23:17:42 UTC
4079f6e Fixed indentation in record (#1632) 01 January 2017, 23:03:29 UTC
581b704 Merge pull request #1630 from pymc-devs/rc5 REL: Incrementing to release candidate 5 01 January 2017, 20:09:27 UTC
87ae225 REL: Incrementing to release candidate 5 01 January 2017, 16:31:15 UTC
5376771 avdi: change cast type to theano standard type 01 January 2017, 06:18:14 UTC
f20aca4 add jitter to fast_kde (#1629) * add jitter to fast_kde, prevents errors when input values are all the same * remove unnecessary print 31 December 2016, 22:35:01 UTC
ca7f68d Sampling Output checks and Normality tests to check for bugs (#1618) * Fixing up tests Updating tests Updating tests again Added in one test for each sampler Updating tests Sampling errors Trying this commit Removing parameterized nose tests as they didn't work with the model context Moving asserts and removing arguments which are unnecessary - removing requirements.txt reference to nose_parameterized Changing shape Removing unnecessary test, and checking they run locally * TST Improve test. * TST Add thinning. 31 December 2016, 19:23:39 UTC
f450940 Updates to README (#1626) 31 December 2016, 14:30:22 UTC
f222ffd fix issue with advi when running on GPU 29 December 2016, 06:05:11 UTC
ab437e4 Bounded now works with array bounds (#1604) * Bounded now works with array bounds * Bound is now a function returning a type 19 December 2016, 23:34:14 UTC
d9e57e8 Merge pull request #1596 from pymc-devs/fix_bounds2 Make bound broadcast again. 19 December 2016, 21:28:29 UTC
6c7f127 MAINT Remove double import of bound. 19 December 2016, 21:25:22 UTC
1b01b53 MAINT Instead of separate functions, add broadcast kwarg and make it be used by multivariate distributions. 19 December 2016, 18:51:28 UTC
ed89f10 BUG Wrong search/replace. 19 December 2016, 16:02:27 UTC
59f68c3 Make all univariate distributions use bound_elemwise. Addd tests. 19 December 2016, 16:02:27 UTC
1ad526a MAINT Add back bound_elemwise. Port DiscreteUniform and Uniform to use it. 19 December 2016, 16:02:27 UTC
1a1a36e Merge pull request #1609 from ColCarroll/make_scripts_executable Adds executable mode to `start_container.sh` 17 December 2016, 18:06:39 UTC
466b38b Adds executable mode to `start_container.sh` 16 December 2016, 21:08:04 UTC
628cb52 Merge pull request #1608 from tyarkoni/fix-batches Dynamically set number of batches to appropriate value 16 December 2016, 20:51:45 UTC
c378850 dynamically sets batches to min(n_samples, 100); closes #1606 16 December 2016, 19:01:14 UTC
7584b3b Merge pull request #1599 from Spaak/master replacing mutable default value with None 13 December 2016, 19:42:54 UTC
cfa709a replacing mutable default value with None 13 December 2016, 16:31:53 UTC
5be027f Merge pull request #1592 from ColCarroll/fix_travis_build Actually build on miniconda with python2.7 11 December 2016, 04:25:55 UTC
7b23fb5 Fix for py2/py3 11 December 2016, 03:53:36 UTC
0150b75 Fix python2 build errors 11 December 2016, 01:49:55 UTC
e7dc271 Actually build on miniconda with python2.7 11 December 2016, 00:44:21 UTC
60c7209 DOC Add list of software using and papers citing PyMC3. (#1588) * DOC Add list of software using and papers citing PyMC3. * DOC Add BEAT package. 10 December 2016, 12:26:33 UTC
ab51b6a Merge pull request #1586 from aloctavodia/master traceplot: auto-scale the max value of y 09 December 2016, 07:34:02 UTC
c8fdf88 traceplot: auto-scale the max value of y 09 December 2016, 02:00:39 UTC
1a83358 TST Remove stray debug print. 08 December 2016, 17:05:16 UTC
9b380da Merge pull request #1582 from pymc-devs/fix_scaling Fix NUTS scaling bounds #1581 08 December 2016, 16:59:51 UTC
74db63b TST Update Hamiltonian and NUTS samples. 08 December 2016, 16:16:28 UTC
84d3b06 BUG 362c8ee introduced a bug by switching the bounds of the scaling matrix. The bounds 1e-3 are also too stringent for some data types, like returns. This thus adjusts bounds to 1e-8 instead of 1e-3. 08 December 2016, 11:57:33 UTC
2d632de DOC Improve axes doc string in response to #1577. 07 December 2016, 08:25:21 UTC
784a773 DOC Add Probabilistic ML to summary. 06 December 2016, 13:57:20 UTC
2edbe6c Add mkl-service to build (#1572) 03 December 2016, 18:29:35 UTC
493d281 DOC Add baseball model. 02 December 2016, 06:35:57 UTC
67c1cd0 Add test to warn for algorithmic changes (#1570) 02 December 2016, 06:32:21 UTC
bdd1dc3 Incremented release version to 3.0.4c4 01 December 2016, 22:45:24 UTC
bbb4d57 Tweaked the BEST notebook (#1568) 01 December 2016, 08:06:27 UTC
010de60 Merge pull request #1546 from usptact/master Adding hierarhical partial pooling example 01 December 2016, 02:06:34 UTC
aab8625 Adding v2 of the hierarchical partial pooling notebook credits: Chris Fonnesback 01 December 2016, 00:09:01 UTC
a54a53e Kde boundaries (#1567) * use a fft-based kde instead of scipy.gaussian_kde * fix typo 30 November 2016, 20:18:14 UTC
68e53eb BUG placed context stack inside thread-local data space (#1555) * placed context stack inside thread-local data space * fixed thread-local context manager, and added a regression test * fixed docstring of #1552 regression test 30 November 2016, 10:15:45 UTC
8a6d87e Revert "ENH Add burn and thin kwargs to sample." (#1564) 29 November 2016, 16:30:01 UTC
1c9adc6 MAINT Re-enable trust_input. 29 November 2016, 10:30:52 UTC
a7410c2 Fix the TypeError issue #994 on Windows. (#1550) * Suggestion to fix the TypeError issue #994 on Windows. Errors occurs because some ndarrays with dtype=int32 are passed to the function delta_logp which expects ndarrays with dtype=int64 as inputs. Inputs are casted with `ndarray.astype(int)`, but on Windows, the Python 'int' type is treated as a 32-bit integer by NumPy. I suggest to remove the line with `f.trust_input = True` to ensure that Theano always checks the inputs and casts it if necessary and when possible. This fix resolves the issue on my computer: ``` Python version: 2.7.12 |Continuum Analytics, Inc.| (default, Jun 29 2016, 11:07:13) [MSC v.1500 64 bit (AMD64)] OS version: Windows-8.1-6.3.9600 ``` * Discrete super-class raises TypeError if dtype != 'int64'. Arguments for delta_logp in Metropolis.astep() are now casted to 'int64' when Metropolis handles a discrete model. 29 November 2016, 10:29:33 UTC
f61d8cd ENH Add burn and thin kwargs to sample. (#1562) * ENH Add burn and thin kwargs to sample. * MAINT Move new thin and burn behind start kwarg. Make test use kwargs. 29 November 2016, 10:09:32 UTC
2caa005 Fix #895: Bug pickling model instances (#1560) * added regression test for #895 * fixes #895 28 November 2016, 21:46:40 UTC
c0cc253 BUG Convert mean and mode to tensors before applying theano indexing. 28 November 2016, 04:36:13 UTC
8a59d87 DOC tidy notebooks (#1535) * Removed discrete_find_MAP.ipynb Cleanup of several notebooks Additional cleanup of notebooks Cleanup of additional notebooks Removed discrete_find_MAP.ipynb Cleanup of several notebooks Additional cleanup of notebooks Cleanup of additional notebooks WIP: Notebooks updated rugby analytics * Removed discrete_find_MAP.ipynb * Removed discrete_find_MAP.ipynb Cleanup of several notebooks Additional cleanup of notebooks Cleanup of additional notebooks Removed discrete_find_MAP.ipynb Cleanup of several notebooks Additional cleanup of notebooks Cleanup of additional notebooks WIP: Notebooks updated rugby analytics * Cleanup of several notebooks * Additional cleanup of notebooks * Cleanup of additional notebooks * More cleaned up notebooks (including divergent LKJ) * Removed discrete_find_MAP.ipynb Cleanup of several notebooks Additional cleanup of notebooks Cleanup of additional notebooks Removed discrete_find_MAP.ipynb Cleanup of several notebooks Additional cleanup of notebooks Cleanup of additional notebooks WIP: Notebooks updated rugby analytics * Cleanup of several notebooks * More cleaned up notebooks (including divergent LKJ) * DOC Rename pmf example. * DOC Remove glm-logistic as it timeouts on reading data. * DOC Revert LKJ model use Metropolis sampler as NUTS runs into non-singular errors. * DOC Remove NUTS scaling NB as it stops running and is mostly obsolete now that we auto-init in this manner. * DOC Change some samplers in model selection NB to make it faster. * DOC Change getting started guide to use auto-init and auto-assigned samplers. * DOC Remove link to paper as it's out-of-date. 28 November 2016, 04:20:11 UTC
9543afc Fixed bug in WAIC and LOO computation, also switched to SciPy's (#1557) logsumexp function for better numerical stability. 28 November 2016, 04:19:01 UTC
50d0e02 fix computation of test-values when distribution parameters are given by a theano TensorConstant (#1554) 26 November 2016, 16:45:10 UTC
8db9069 Adding notebook on Hierarchical Partial Pooling 26 November 2016, 03:30:03 UTC
0bdff96 Do not compute gradient in find_MAP() if it's not required. (#1551) * ENH Do not compute gradient in find_MAP() if it's not required. Closes #639. * MAINT Remove unused Poisson import. * BUG Add missing allfinite() call. Refactor model to models.py * TST Missed import. 25 November 2016, 15:26:35 UTC
818e4cd Merge pull request #1548 from Spaak/master some small changes to make advi respect theano.config.floatX 24 November 2016, 13:56:14 UTC
39c3281 some small changes to make advi respect theano.config.floatX and improve GPU compatibility 24 November 2016, 11:57:29 UTC
df93e9d MAINT Forward *kwargs to init_nuts to NUTS. 23 November 2016, 16:01:39 UTC
7cc7668 Adding hierarhical partial pooling example Credits: http://mc-stan.org/documentation/case-studies/pool-binary-trials.html 22 November 2016, 21:22:27 UTC
808d7dd Update text.py (#1545) 22 November 2016, 20:32:44 UTC
57b6f13 Merge pull request #1543 from pymc-devs/reduce_advi_n_init MAINT Reduce number of n_init advi steps. Closes #1540. 22 November 2016, 18:55:31 UTC
47dd7d7 MAINT Reduce number of n_init advi steps. Closes #1540. 21 November 2016, 08:34:18 UTC
27f663d Merge pull request #1542 from ColCarroll/scientific_notation ADVI uses scientific notation for greater than 5 digits. 21 November 2016, 08:25:44 UTC
e672ee9 ADVI uses scientific notation for greater than 5 digits. 21 November 2016, 03:48:24 UTC
ff28eff Removed tutorial.ipynb -- seems redundant in the presence of getting_started.ipynb 20 November 2016, 22:28:07 UTC
00eb604 Merge pull request #1539 from AustinRochford/example-dp-marginal-mixture Use marginalized mixture classes for DP example 20 November 2016, 20:00:33 UTC
2e4e842 Use marginalized mixture classes for DP example 20 November 2016, 19:23:57 UTC
296ed60 Merge pull request #1538 from springcoil/docker DOCS: Clarified the developing in docker part of CONTRIBUTING.md 20 November 2016, 18:29:55 UTC
806ad51 DOCS: Clarified the developing in docker part of Contributing 20 November 2016, 18:10:39 UTC
08556d7 Merge pull request #1537 from ColCarroll/rm_hierarchical Just remove hierarchical test 20 November 2016, 14:19:22 UTC
83a638f Just remove hierarchical test 19 November 2016, 17:40:42 UTC
b233972 DOC Add math to docs. Fix other doc string problems. 19 November 2016, 14:34:32 UTC
fffd959 Merge pull request #1495 from pymc-devs/constant Renamed ConstantDist to Constant 18 November 2016, 16:29:21 UTC
976393b Merge pull request #1533 from AustinRochford/advi-init-remove-sample_vp-progress Remove sample_vp progressbar for ADVI initialization 18 November 2016, 15:43:02 UTC
a70689e Merge branch 'constant' of github.com:pymc-devs/pymc3 into constant 18 November 2016, 15:27:55 UTC
bd80b46 Remove Constant step method test 18 November 2016, 15:27:40 UTC
93bd8e3 Removed Constant step method 18 November 2016, 15:27:40 UTC
45720d2 Renamed ConstantDist to Constant 18 November 2016, 15:27:40 UTC
71be307 Remove sample_vp progressbar for ADVI initialization 18 November 2016, 14:57:59 UTC
d57000d DOC Add None option for NUTS intialization. 18 November 2016, 14:11:30 UTC
dbf0654 ENH Add ADVI initializing for continuous models sampled using NUTS. 18 November 2016, 13:59:18 UTC
ad7dc8a Replaced fixed kappa with passed value (#1531) 18 November 2016, 10:21:34 UTC
59f500c TST Fix Rhat bad test by changing seed and starting point. 18 November 2016, 08:33:20 UTC
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