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AGENTS.md

Minimal agent context for tsbootstrap. Full docs: README.md and https://tsbootstrap.readthedocs.io.

What it is

Time series bootstrapping. One entry point: bootstrap(X, *, method=...) imported from tsbootstrap. Typed method specs live in tsbootstrap.methods. diagnose(X).recommended_methods suggests methods for a series.

Setup and checks

  • Install: uv sync --extra dev (add --extra examples --extra docs for notebooks and docs).
  • Tests: uv run pytest tests/
  • Lint and format: uv run ruff check . and uv run ruff format . (both gated in CI; run uv run pre-commit install once so commits gate locally).
  • Types: uv run mypy src/tsbootstrap and uv run pyright src/tsbootstrap.

Conventions

  • Python 3.10+. Model-based methods (AR/ARIMA/VAR residual, sieve) need the models extra; the uncertainty-quantification layer tsbootstrap.uq needs the uq extra.
  • No em or en dashes in prose. Conventional-commit messages, imperative mood.