v1.0.0

v1.0.0 — Major Release

Full modernization of the project with a new typed API, performance improvements, and modern tooling.

Breaking Changes

• Requires Python >=3.11
• New typed API throughout (StrEnum, frozen dataclasses)
• Removed: setup.py, requirements.txt, .flake8, pytest.ini, environment.yml, ModelWrapper

Highlights

• Build: migrated to pyproject.toml (hatchling), uv, ruff, mkdocs-material
• Types: StrEnum (Axis, ModelType, DownsamplingStatistic), frozen dataclasses (NormalizationParams, StandardizationParams, PreprocessingParams, GridResolution, InterpolationResult)
• Core: GridAxis frozen dataclass, GridDataSpecs.from_dataframe(), Grid3D proper ABC, IrregularGrid3D with hull filtering, create_grid() factory
• Models: BaseModel ABC, KrigingModel, vectorized IDWModel (~1000x speedup), SklearnModel, model registry with get_model()
• Pipeline: typed Preprocessor, Modeler takes BaseModel, interpolate() returns Modeler, all mutable defaults fixed
• Plotting: split into plot_3d, plot_2d, downsampling, utils modules
• Tests: 72 pass (was 29+9 skipped), deterministic seeds, full coverage
• CI: uv+ruff workflows, Python 3.11–3.13 matrix

What's Changed

• Modernize project to v1.0.0 with new API and performance improvements by @giocaizzi in #57

Full Changelog: v0.4.4...v1.0.0