Statsforecast

What's Changed
* Add FugueBackend in https://github.com/Nixtla/statsforecast/pull/157
* [FEAT] Add neuralprophet experiment in https://github.com/Nixtla/statsforecast/pull/181
* [FEAT] nbdev2 integration in https://github.com/Nixtla/statsforecast/pull/186
* [BREAKING CHANGE] SKLearn syntax in https://github.com/Nixtla/statsforecast/pull/184
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**Full Changelog**: https://github.com/Nixtla/statsforecast/compare/v0.7.1...v1.0.0

What's Changed
* [FEAT] Fitted df returns in-sample values in https://github.com/Nixtla/statsforecast/pull/158


**Full Changelog**: https://github.com/Nixtla/statsforecast/compare/v0.7.0...v0.7.1

What's Changed
* [Fix]: prevent arima RuntimeWarnings in https://github.com/Nixtla/statsforecast/pull/136
* [BREAKING CHANGE] Fitted Values Computation in https://github.com/Nixtla/statsforecast/pull/137
* Now models return a dict instead a numpy array with `mean` and `fitted` values.


**Full Changelog**: https://github.com/Nixtla/statsforecast/compare/v0.6.0...v0.7.0

What's Changed
* [FEAT] Add ETS model and experiments in https://github.com/Nixtla/statsforecast/pull/142
* [BREAKING CHANGE] Deprecate python3.6 in https://github.com/Nixtla/statsforecast/pull/146
* [FEAT] Ray experiment ets in https://github.com/Nixtla/statsforecast/pull/145
* [FEAT] Readme updates to include ets in https://github.com/Nixtla/statsforecast/pull/148

**Full Changelog**: https://github.com/Nixtla/statsforecast/compare/v0.5.6...v0.6.0

What's Changed
* [DOCS] Typo fixes by ryanrussell in https://github.com/Nixtla/statsforecast/pull/117
* [FEAT] Add fugue example by goodwanghan in https://github.com/Nixtla/statsforecast/pull/111
* [FEAT] add cross validation functionality by FedericoGarza in https://github.com/Nixtla/statsforecast/pull/120
* [FIX] 121 fitting autoarima on constant time series causes typeerror by FedericoGarza in https://github.com/Nixtla/statsforecast/pull/122
* [DOCS] add shagn as a contributor for bug by allcontributors in https://github.com/Nixtla/statsforecast/pull/124
* [FEAT] add integer ds compatibility for cross validation by FedericoGarza in https://github.com/Nixtla/statsforecast/pull/123
* [FEAT] Add `n_windows` argument for cross_validation method by FedericoGarza in https://github.com/Nixtla/statsforecast/pull/131
* [EXP] Add benchmarks at scale experiment by FedericoGarza in https://github.com/Nixtla/statsforecast/pull/134

New Contributors
* ryanrussell made their first contribution in https://github.com/Nixtla/statsforecast/pull/117
* goodwanghan made their first contribution in https://github.com/Nixtla/statsforecast/pull/111

**Full Changelog**: https://github.com/Nixtla/statsforecast/compare/v0.5.5...v0.5.6

What's Changed
* ARIMA level/quantile compatibility, missing nbdev_flow, protected gif by kdgutier in https://github.com/Nixtla/statsforecast/pull/102
* Add dependency hint for quick intro by guerda in https://github.com/Nixtla/statsforecast/pull/106
* [FEAT] Add AutoARIMA adapter for Prophet by FedericoGarza in https://github.com/Nixtla/statsforecast/pull/114

New Contributors
* kdgutier made their first contribution in https://github.com/Nixtla/statsforecast/pull/102
* guerda made their first contribution in https://github.com/Nixtla/statsforecast/pull/106

**Full Changelog**: https://github.com/Nixtla/statsforecast/compare/v0.5.4...v0.5.5