v0.15.0

• In this release, we revamped documentation, cleaned up dependencies, and improved installation - in addition to the long list of bug fixes.
• We have four new contributors, @peterloleungyau, @SuperBo, @ZiJiaW, and @erikcs who submitted their first PRs to CausalML. Thanks for your contributions!

Updates

• Update python-publish.yml by @jeongyoonlee in #673
• Add build.[os, tools.python] to .readthedocs.yml by @jeongyoonlee in #676
• Update notebook example with causal trees interpretation by @alexander-pv in #683
• Remove the numpy and pandas version restriction in pyproject.toml by @jeongyoonlee in #681
• Add governance documents by @jeongyoonlee in #688
• Update GOVERNANCE.md by @ras44 in #691
• Dev/governance docs to snake-case by @ras44 in #693
• Reduce sklearn dependency in causalml by @alexander-pv in #686
• Update MAINTAINERS.md by @jeongyoonlee in #696
• Modified to speed up UpliftTreeClassifier.growDecisionTreeFrom. by @peterloleungyau in #695
• Update README.md by @ras44 in #698
• Add notebook examples to docs by @jeongyoonlee in #697
• resolves change requests in #166 by @ras44 in #701
• Fix the readthedocs build error by @jeongyoonlee in #702
• Replace Stack and PriorityHeap with cpp stack/heap methods in trees by @SuperBo in #700
• Hotfix for #701 by @jeongyoonlee in #705
• Dev/699 win build fix by @ras44 in #710
• expose n_jobs for rlearner by @ZiJiaW in #714
• minimal fix to resolve #707 by @ras44 in #720
• Add Python 3.10, 3.11, 3.12 to the testing by @cclauss in #454
• Remove Python 3.12 from the build tests in python-test.yaml by @jeongyoonlee in #726
• fix plot_std_diffs, add bal_tol, condense to one plot by @ras44 in #723
• Dev/677 documentation by @ras44 in #725
• documentation updates by @ras44 in #728
• resolves #730, docs clean conda install by @ras44 in #731
• minimal wrapper of MAQ #662 by @ras44 in #729
• Temporary fix for causal trees missing values support #733 by @alexander-pv in #734
• resolves #639, credit due to Dong Liu by @ras44 in #722
• v0.15.0 release by @jeongyoonlee in #737
• Remove maq git+pip dependency by @erikcs in #739

New Contributors

• @peterloleungyau made their first contribution in #695
• @SuperBo made their first contribution in #700
• @ZiJiaW made their first contribution in #714
• @erikcs made their first contribution in #739

Full Changelog: v0.14.1...v0.15.0