# Changelog

This changelog is generated automatically from [GitHub Releases](https://github.com/juanitorduz/numpyro_forecast/releases).


# 0.2.3

*2026-07-21* · [GitHub](https://github.com/juanitorduz/numpyro_forecast/releases/tag/0.2.3)


## What's Changed

- Bump codecov/codecov-action from 5 to 7 by [<span class="citation" data-cites="dependabot">@dependabot</span>](https://github.com/dependabot)\[bot\] in https://github.com/juanitorduz/numpyro_forecast/pull/67
- Bump ty from 0.0.58 to 0.0.60 by [<span class="citation" data-cites="dependabot">@dependabot</span>](https://github.com/dependabot)\[bot\] in https://github.com/juanitorduz/numpyro_forecast/pull/70
- Bump ruff from 0.15.21 to 0.15.22 by [<span class="citation" data-cites="dependabot">@dependabot</span>](https://github.com/dependabot)\[bot\] in https://github.com/juanitorduz/numpyro_forecast/pull/69
- Bump anthropics/claude-code-action from 1.0.171 to 1.0.176 by [<span class="citation" data-cites="dependabot">@dependabot</span>](https://github.com/dependabot)\[bot\] in https://github.com/juanitorduz/numpyro_forecast/pull/68
- Add ARMA(1,1) parameter-recovery and cross-validation example by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/57
- Croston method example by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/71
- TSB method example by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/72
- Availability-aware TSB example by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/73
- Bump version to 0.2.3 and update numpyro dependency by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/74

**Full Changelog**: [https://github.com/juanitorduz/numpyro_forecast/compare/0.2.2…0.2.3](https://github.com/juanitorduz/numpyro_forecast/compare/0.2.2...0.2.3)


# 0.2.2

*2026-07-15* · [GitHub](https://github.com/juanitorduz/numpyro_forecast/releases/tag/0.2.2)


## What's Changed

- \[Fix\] to_datatree OOMs on GPU: in-sample predictive materializes all draws in one allocation by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/65
- Bump version from 0.2.1 to 0.2.2 by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/66

**Full Changelog**: [https://github.com/juanitorduz/numpyro_forecast/compare/0.2.1…0.2.2](https://github.com/juanitorduz/numpyro_forecast/compare/0.2.1...0.2.2)


# 0.2.1

*2026-07-12* · [GitHub](https://github.com/juanitorduz/numpyro_forecast/releases/tag/0.2.1)


## What's Changed

- Bump ty from 0.0.56 to 0.0.58 by [<span class="citation" data-cites="dependabot">@dependabot</span>](https://github.com/dependabot)\[bot\] in https://github.com/juanitorduz/numpyro_forecast/pull/58
- Bump ruff from 0.15.20 to 0.15.21 by [<span class="citation" data-cites="dependabot">@dependabot</span>](https://github.com/dependabot)\[bot\] in https://github.com/juanitorduz/numpyro_forecast/pull/59
- Add Codecov configuration and README badge by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/61
- Fresh retail stockout example by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/62
- Bump version from 0.2.0 to 0.2.1 by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/63

**Full Changelog**: [https://github.com/juanitorduz/numpyro_forecast/compare/0.2.0…0.2.1](https://github.com/juanitorduz/numpyro_forecast/compare/0.2.0...0.2.1)


# 0.2.0

*2026-07-08* · [GitHub](https://github.com/juanitorduz/numpyro_forecast/releases/tag/0.2.0)


## What's Changed

- Prune dependencies by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/36
- Update package-ecosystem to 'uv' in dependabot config by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/37
- Bump astral-sh/setup-uv from 6 to 7 by [<span class="citation" data-cites="dependabot">@dependabot</span>](https://github.com/dependabot)\[bot\] in https://github.com/juanitorduz/numpyro_forecast/pull/42
- Bump j178/prek-action from 1 to 2 by [<span class="citation" data-cites="dependabot">@dependabot</span>](https://github.com/dependabot)\[bot\] in https://github.com/juanitorduz/numpyro_forecast/pull/41
- Bump actions/download-artifact from 4 to 8 by [<span class="citation" data-cites="dependabot">@dependabot</span>](https://github.com/dependabot)\[bot\] in https://github.com/juanitorduz/numpyro_forecast/pull/40
- Bump actions/upload-artifact from 4 to 7 by [<span class="citation" data-cites="dependabot">@dependabot</span>](https://github.com/dependabot)\[bot\] in https://github.com/juanitorduz/numpyro_forecast/pull/39
- Make pre-commit env aware by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/44
- dummy by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/45
- Allow parallel=True in Predictive when forecasting by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/46
- Refactor by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/47
- Modularize functional.py into a functional/ package by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/50
- Redistribute the contents of util.py into meaningful modules by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/51
- Parallelize tests using pytest-split by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/52
- Example inference methods by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/53
- Add grid docs in examples by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/54
- Versioned docs: stable release at root, dev docs at /v/dev/ by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/55
- Bump version from 0.1.3 to 0.2.0 by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/56


## New Contributors

- [<span class="citation" data-cites="dependabot">@dependabot</span>](https://github.com/dependabot)\[bot\] made their first contribution in https://github.com/juanitorduz/numpyro_forecast/pull/42

**Full Changelog**: [https://github.com/juanitorduz/numpyro_forecast/compare/0.1.3…0.2.0](https://github.com/juanitorduz/numpyro_forecast/compare/0.1.3...0.2.0)


# 0.1.3

*2026-07-03* · [GitHub](https://github.com/juanitorduz/numpyro_forecast/releases/tag/0.1.3)


## What's Changed

- Rebuild docs on release so the version badge tracks the latest release by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/30
- Add exponential smoothing example by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/31
- Add references to notebooks by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/32
- Better prior plots by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/33
- Backtest improvement by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/35

**Full Changelog**: [https://github.com/juanitorduz/numpyro_forecast/compare/0.1.2…0.1.3](https://github.com/juanitorduz/numpyro_forecast/compare/0.1.2...0.1.3)


# 0.1.2

*2026-06-30* · [GitHub](https://github.com/juanitorduz/numpyro_forecast/releases/tag/0.1.2)


## What's Changed

- Improve the univariate forecasting notebook by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/25
- Use better ArviZ functions by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/27
- Bump version from 0.1.1 to 0.1.2 by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/28

**Full Changelog**: [https://github.com/juanitorduz/numpyro_forecast/compare/0.1.1…0.1.2](https://github.com/juanitorduz/numpyro_forecast/compare/0.1.1...0.1.2)


# 0.1.1

*2026-06-26* · [GitHub](https://github.com/juanitorduz/numpyro_forecast/releases/tag/0.1.1)


## What's Changed

- Add documentation site with great-docs by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/14
- Fix production docs deploy + prune old deployments by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/15
- Fix merge-time docs deploy cancellation + restore prune workflow by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/16
- Add .nojekyll so notebook figures load on GitHub Pages by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/17
- Add electricity demand forecasting example by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/19
- Add electricity forecasting calibration example by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/20
- Add coverage configuration to pyproject.toml by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/23
- Overall improvements after the MVP phase by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/21
- Bump version from 0.1.0 to 0.1.1 by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/24

**Full Changelog**: [https://github.com/juanitorduz/numpyro_forecast/compare/0.1.0…0.1.1](https://github.com/juanitorduz/numpyro_forecast/compare/0.1.0...0.1.1)


# 0.1.0

*2026-06-23* · [GitHub](https://github.com/juanitorduz/numpyro_forecast/releases/tag/0.1.0)


## What's Changed

- Initial configuration by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/1
- Add claude GitHub actions 1781548272346 by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/3
- Add examples by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/2
- more improvements by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/4
- Update project name to 'NumPyro Forecast' by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/5
- fix prek by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/6
- Additional cleanup by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/7
- Functional API by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/8
- Make the random generator array the first argument by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/9
- Improvements by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/10
- Improve notebooks storyline by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/11
- release workflow by [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) in https://github.com/juanitorduz/numpyro_forecast/pull/13


## New Contributors

- [<span class="citation" data-cites="juanitorduz">@juanitorduz</span>](https://github.com/juanitorduz) made their first contribution in https://github.com/juanitorduz/numpyro_forecast/pull/1

**Full Changelog**: https://github.com/juanitorduz/numpyro_forecast/commits/0.1.0