Release 0.8.0 · pymc-labs/CausalPy

What's Changed

Add PiecewiseITS experiment for known interruption dates by @drbenvincent in #614

Add Comparative Interrupted Time Series documentation with geo-experimentation example by @Copilot in #595
Add Donut Regression Discontinuity functionality by @drbenvincent in #610
Support datetime treatment_time in SyntheticControl plots by @drbenvincent in #731
Add market correlation analysis for Synthetic Control (G8) by @drbenvincent in #760
Add automated donor pool correlation warning in SyntheticControl by @drbenvincent in #762
Add detailed narrative report to effect_summary() by @drbenvincent in #764

Fix Sphinx docs build by excluding .codespell test fixtures by @drbenvincent in #699
Add default PyMC models when model=None for all experiment classes by @ErikRingen in #707
Enforce BaseExperiment abstract methods by @drbenvincent in #694
Replace ZeroSumNormal with Normal for _annual_seasonal by @maresb in #679
fix: welcome workflow fails on fork PRs due to GITHUB_TOKEN restrictions by @drbenvincent in #756
Add pre-commit nbformat validation for notebooks by @drbenvincent in #772
Fix equation rendering issues in a few notebooks by @drbenvincent in #768
Fix custom exceptions to preserve messages by @drbenvincent in #695

Docs: Rename How-to section to Examples and add method groupings by @drbenvincent in #678
Update to next version of docs theme by @OriolAbril in #593
Delete deprecated RtD workflow by @maresb in #690
Substantial improvements to the multi-cell geolift docs by @drbenvincent in #692
Re-execute ITS comparative notebook for clearer date axis ticks by @drbenvincent in #714
Clarify staggered DiD estimator identity and assumptions by @drbenvincent in #730
docs: direct users with questions to GitHub Discussions (#249) by @louloret in #734
Add automated notebook testing with Papermill by @drbenvincent in #602
Fix plot auto-display in Jupyter notebooks after style context change by @Copilot in #616

Add .scratch guidance and ignore by @drbenvincent in #659
Update AGENTS backwards compatibility guidance by @drbenvincent in #686
Align skills to .github and add workflow shims by @drbenvincent in #675
AGENTS.md: add sandbox/permissions guidance by @drbenvincent in #701
AGENTS.md: Require CausalPy conda env for Python tooling by @drbenvincent in #700
Remove custom implementation skill by @drbenvincent in #729
Add Agent-related category to auto-generated release notes by @drbenvincent in #715
Add pr-to-green skill and CI/conflict subagents by @drbenvincent in #737
Add type hint style guidance to AGENTS.md by @drbenvincent in #739
Update issue-to-pr skill by @drbenvincent in #732
Align issue-to-pr draft path with AGENTS guidance by @drbenvincent in #769
Align issue-to-pr draft path with AGENTS guidance by @drbenvincent in #771

Make dataset discovery command future-proof by @drbenvincent in #639
update notebook full with standardised nhefs by @NathanielF in #655
Support Python 3.14 by @juanitorduz in #658
Refactor Experiment Classes: Extract Methods from __init__ by @drbenvincent in #641
Add welcome workflow for first-time contributors by @drbenvincent in #636
Add zizmor GHA security linter and Dependabot by @maresb in #687
Fix invalid escape sequence warnings in variable_selection_priors.py by @maresb in #710
Move interrogate badge to CI-managed orphan branch by @maresb in #711
Modernize conda/mamba/micromamba instructions by @maresb in #709
Add estimands knowledgebase page for core methods by @ErikRingen in #683
Triage TODOs and placeholder logic in core code paths by @drbenvincent in #728
Sync environment.yml with pyproject.toml via pyproject2conda pre-commit hook by @drbenvincent in #713

Full Changelog: 0.7.0...0.8.0