# Statwise v0.1.0 - Table of Contents

> One-dimensional statistical helpers and tests for Elixir/Nx with Python-reference fixtures.

## Pages

- [Statwise](readme.md)
- [Changelog](changelog.md)

- Guides
  - [Compatibility Contract](compatibility.md)
  - [Statwise Statistical Tests Gallery](statistical_tests_gallery.md)
  - [Visualization](visualization.md)
  - [Statwise Visualization Gallery](visualization_gallery.md)
  - [Visualization Roadmap](visualization_roadmap.md)
  - [Performance Notes](performance.md)
  - [Release Checklist](release_checklist.md)

## Modules

- [Statwise](Statwise.md): Statistical tests and descriptive helpers with Python-compatible reference
fixtures.

- [Statwise.Descriptive](Statwise.Descriptive.md): Basic descriptive statistics for lists and one-dimensional Nx tensors.
- [Statwise.Distributions.Normal](Statwise.Distributions.Normal.md): Normal distribution helpers.

- [Statwise.Distributions.StudentT](Statwise.Distributions.StudentT.md): Student's t distribution helpers.

- [Statwise.Inference.TTest](Statwise.Inference.TTest.md): One-sample, paired, and independent t-tests.

- [Statwise.MannWhitney](Statwise.MannWhitney.md): Public Mann-Whitney U API.
- [Statwise.Nonparametric.MannWhitney](Statwise.Nonparametric.MannWhitney.md): Asymptotic Mann-Whitney U test.

- [Statwise.Nonparametric.Rank](Statwise.Nonparametric.Rank.md): Ranking helpers for nonparametric tests.

- [Statwise.TTest](Statwise.TTest.md): Public t-test API.
- [Statwise.TestResult](Statwise.TestResult.md): Result struct returned by inferential statistical tests.

- [Statwise.Visualization](Statwise.Visualization.md): Statistical visualization builders.
- [Statwise.Visualization.Dataset](Statwise.Visualization.Dataset.md): Normalized row-oriented visualization data.
- [Statwise.Visualization.Figure](Statwise.Visualization.Figure.md): Composable visualization object.

- [Statwise.Visualization.Mapping](Statwise.Visualization.Mapping.md): Semantic channel normalization for visualization builders.

- [Statwise.Visualization.Plot](Statwise.Visualization.Plot.md): Backend-neutral statistical plot description.
- [Statwise.Visualization.VegaLite](Statwise.Visualization.VegaLite.md): Converts visualization plots into Vega-Lite-compatible maps and optional
renderer structs.

