adding vs module #1
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updates: - [github.com/astral-sh/ruff-pre-commit: v0.12.0 → v0.12.1](astral-sh/ruff-pre-commit@v0.12.0...v0.12.1)
The likelihood of all models is now 2 dimensional. This means we don't have to do conditional branching for single vs multiple treatment units. So we've been able to remove a lot of the code in PyMCModel. This has touched a number of experiment classes which are not related to synthetic control.
…config [pre-commit.ci] pre-commit autoupdate
Use mock sample in tests
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
updates: - [github.com/astral-sh/ruff-pre-commit: v0.12.1 → v0.12.2](astral-sh/ruff-pre-commit@v0.12.1...v0.12.2)
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
…config [pre-commit.ci] pre-commit autoupdate
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Introduced new skill files for designing experiments, loading datasets, performing causal analysis, and working with marimo notebooks under .claude/skills/. Added detailed reference documentation for DiD, ITS, and Synthetic Control methods. Added .cursor/commands/ files covering CausalPy demos, estimators, extras (including PlaceboAnalysis), marimo usage, methods, and research guidance. Updated .gitignore and pyproject.toml to support these additions.
Add CausalPy skills and command documentation
…ymc-labs#592) * Initial plan * Improve load_data docstring with complete dataset list and descriptions Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com> * Fix function signature and clarify did dataset description Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com> * Reorder datasets in docstring to match DATASETS dictionary Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com> * Remove See Also section from load_data docstring Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com> --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com>
updates: - [github.com/astral-sh/ruff-pre-commit: v0.14.8 → v0.14.9](astral-sh/ruff-pre-commit@v0.14.8...v0.14.9) - [github.com/pre-commit/mirrors-mypy: v1.19.0 → v1.19.1](pre-commit/mirrors-mypy@v1.19.0...v1.19.1) Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* Initial plan * Initial exploration and analysis of date formatting issue Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com> * Implement intelligent date formatting for x-axis in plots Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com> * Address code review feedback: extract helper function and improve tests Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com> * Final polish: Fix module docstring Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com> * Handle long time series: vertical labels for 8+ years, smart minor gridlines Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com> * Fix minor tick overlap and add rotation for 3-8 year range Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com> * Fix pre-commit issues and ensure minor gridlines visible with arviz theme Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com> * Refactor date axis formatting to use AutoDateLocator Simplified format_date_axis to always use matplotlib's AutoDateLocator and ConciseDateFormatter for automatic date tick placement and formatting. Added a maxticks parameter for controlling the maximum number of ticks. Updated tests to reflect the new behavior and removed checks for specific locators in favor of AutoDateLocator and ConciseDateFormatter. * re-run relevant notebooks --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com> Co-authored-by: Benjamin T. Vincent <inferencelab@gmail.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
updates: - [github.com/astral-sh/ruff-pre-commit: v0.14.9 → v0.14.10](astral-sh/ruff-pre-commit@v0.14.9...v0.14.10) Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
…ymc-labs#612) * Add instructions for GitHub issue creation with CLI Added a new section detailing how to create GitHub issues using the GitHub CLI, including prerequisites, drafting, user review, and cleanup steps. This provides a standardized workflow for reporting and tracking issues. * Add instructions for labeling issues with GitHub CLI Expanded the documentation to include steps for adding labels when creating issues using the GitHub CLI. Also added guidance on discovering available labels in the repository.
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
…ble name (pymc-labs#626) * Initial plan * Fix RegressionDiscontinuity bandwidth parameter to use running_variable_name Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com> * Apply pre-commit formatting fixes (copyright year, code formatting) Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com> --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: drbenvincent <6765047+drbenvincent@users.noreply.github.com>
Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>
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A staggered commit example of potential variable selection module for prior specifications like the spike and slab and horseshoe.
📚 Documentation preview 📚: https://causalpy--1.org.readthedocs.build/en/1/