0.5.7

What's Changed

• Properly handle nans when jittering by @aloctavodia in #136

Full Changelog: 0.5.6...0.5.7

0.5.6

What's Changed

• Fix bug in plot_ice, and clean docstring of plot_ice and plot_pdp by @aloctavodia in #135

Full Changelog: 0.5.5...0.5.6

0.5.5

What's Changed

• add jitter to duplicated values for continuous splitting rule by @aloctavodia in #129
• link GitHub icon to pymc-bart repo by @aloctavodia in #131
• VI remove unnecessary evaluations for the backward method by @aloctavodia in #132
• jitter only arrays of whole numbers by @aloctavodia in #133

Full Changelog: 0.5.3...0.5.5

0.5.4

What's Changed

• add jitter to duplicated values for continuous splitting rule by @aloctavodia in #129

Full Changelog: 0.5.3...0.5.4

0.5.3

What's Changed

• improve variable importance computation by adding backward method by @aloctavodia in #125
• set new paths to notebooks by @aloctavodia in #126
• fix case examples by @aloctavodia in #127

Full Changelog: 0.5.2...0.5.3

0.5.2

What's Changed

• Minor doctrings and types improvements by @juanitorduz in #108
• Fix ICE plot when there is a discrete variable by @juanitorduz in #107
• Add support python 3.11 by @juanitorduz in #109
• Add issue templates by @PabloGGaray in #113
• Add conda option by @PabloGGaray in #114
• fix split_prior bug by @aloctavodia in #115
• Add logo by @aloctavodia in #116
• clean logo by @aloctavodia in #117
• Add plot_ice to API description on the webpage by @PabloGGaray in #119
• Better handling of discrete variables and other minor fixes by @aloctavodia in #121

Full Changelog: 0.5.0...0.5.2

O.5.1

What's Changed

• Minor doctrings and types improvements by @juanitorduz in #108
• Fix ICE plot when there is a discrete variable by @juanitorduz in #107
• Add support python 3.11 by @juanitorduz in #109

Full Changelog: 0.5.0...O.5.1

0.5.0

What's Changed

• Add pre-commit hooks by @juanitorduz in #75
• Add mypy init by @juanitorduz in #78
• Do not store index at each node. by @howsiyu in #80
• Add linear response @juanitorduz in #79
• Do weighted mean when pruning by @aloctavodia in #83
• Implement fast version of pdp by @aloctavodia in #85
• Add error bars to variable importance by @aloctavodia in #90
• Compute running variance for leaf nodes by @aloctavodia in #91
• Improve doc style and add missing examples by @aloctavodia in #92
• Make the Repo more welcoming with a clear title by @juanitorduz in #94
• Improve docstrings new alpha and beta parameters by @juanitorduz in #95
• Allow different splitting rules by @velochy in #96
• Allow training separate tree structures if training multiple trees by @velochy in #98

New Contributors

• @howsiyu made their first contribution in #80
• @velochy made their first contribution in #96

Full Changelog: 0.4.0...0.5.0

0.4.0

What's Changed

• fig bug systematic resampling and add func argument by @aloctavodia in #61 and #66
• add tests for individual functions/methods in PGBART by @aloctavodia in #64
• Modify resampling schema and refactor by @aloctavodia in #65
• add plot_convergence by @aloctavodia in #67 and @aloctavodia in #68
• Improve plot_dependence by @PabloGGaray in #70 and @aloctavodia in #71 and in #73

Full Changelog: 0.3.2...0.4.0

0.3.2

What's Changed

• Refactor and @njit on methods by @fjloyola in #54
• Fix shape error @aloctavodia in #57 and #59

Full Changelog: 0.3.1...0.3.2