Statsforecast Versions Save

Lightning ⚡️ fast forecasting with statistical and econometric models.

v1.3.1

1 year ago

What's Changed

[FEAT] Add plot method to StatsForecast class in https://github.com/Nixtla/statsforecast/pull/305
[FEAT] New Issues Templates in https://github.com/Nixtla/statsforecast/pull/307
[FIX] make logging config local to package in https://github.com/Nixtla/statsforecast/pull/275
[FIX] Error when ds column is object in https://github.com/Nixtla/statsforecast/pull/309

New Contributors

@JeroenPeterBos made their first contribution in https://github.com/Nixtla/statsforecast/pull/275

Full Changelog: https://github.com/Nixtla/statsforecast/compare/v1.3.0...v1.3.1

v1.3.0

1 year ago

What's Changed

[FIX] Use conda env for ray tests in https://github.com/Nixtla/statsforecast/pull/297
[FIX] Source code broken links in https://github.com/Nixtla/statsforecast/pull/293
[FIX] Sparse models with zero-valued time series in https://github.com/Nixtla/statsforecast/pull/294
[FIX] Add explicit optional argument (PEP-484) in https://github.com/Nixtla/statsforecast/pull/301
[FIX] SeasonalNaive in https://github.com/Nixtla/statsforecast/pull/302
[FEAT] Add exogenous variables to fugue's backend in https://github.com/Nixtla/statsforecast/pull/300
[FEAT] Add Theta methods in https://github.com/Nixtla/statsforecast/pull/299
[FEAT] Add MSTL example and comparison in https://github.com/Nixtla/statsforecast/pull/295
[FEAT] Add backend argument to StatsForecast class in https://github.com/Nixtla/statsforecast/pull/303

Full Changelog: https://github.com/Nixtla/statsforecast/compare/v1.2.1...v1.3.0

v1.2.1

1 year ago

What's Changed

[FEAT]: Add fallback model to cross validation in https://github.com/Nixtla/statsforecast/pull/289

Full Changelog: https://github.com/Nixtla/statsforecast/compare/v1.2.0...v1.2.1

v1.2.0

1 year ago

What's Changed

[FEAT] MSTL model n https://github.com/Nixtla/statsforecast/pull/284

Full Changelog: https://github.com/Nixtla/statsforecast/compare/v1.1.3...v1.2.0

v1.1.3

1 year ago

What's Changed

[FEAT] Add progress bar for sequential tasks in https://github.com/Nixtla/statsforecast/pull/280

Full Changelog: https://github.com/Nixtla/statsforecast/compare/v1.1.2...v1.1.3

v1.1.2

1 year ago

What's Changed

[FEAT] Improve navbar docs in https://github.com/Nixtla/statsforecast/pull/262
[FEAT] Add ETS to spark results in https://github.com/Nixtla/statsforecast/pull/264
[FEAT] Improve CES results in https://github.com/Nixtla/statsforecast/pull/265
[FEAT] Add fallback model to distributed backends in https://github.com/Nixtla/statsforecast/pull/277
[FIX] Backend docs in https://github.com/Nixtla/statsforecast/pull/278

Full Changelog: https://github.com/Nixtla/statsforecast/compare/v1.1.1...v1.1.2

v1.1.1

1 year ago

What's Changed

[FEAT] Add Distributed post in https://github.com/Nixtla/statsforecast/pull/257
[FEAT] Fallback Model in https://github.com/Nixtla/statsforecast/pull/259

Full Changelog: https://github.com/Nixtla/statsforecast/compare/v1.1.0...v1.1.1

v1.1.0

1 year ago

What's Changed

[FIX] License in https://github.com/Nixtla/statsforecast/pull/191
[FIX] Add hide statement for ets cells in https://github.com/Nixtla/statsforecast/pull/192
[FEAT] New experiments neuralprophet in https://github.com/Nixtla/statsforecast/pull/195
[FIX] use ubuntu to deploy docs in https://github.com/Nixtla/statsforecast/pull/197
[FIX] Broken links in https://github.com/Nixtla/statsforecast/pull/203
[FEAT] Add linters and update contributing instructions in https://github.com/Nixtla/statsforecast/pull/205
[FIX] nbdev latest changes in https://github.com/Nixtla/statsforecast/pull/208
[FIX] python3.7 ci error in https://github.com/Nixtla/statsforecast/pull/214
fixing the argument name for external regressors in the example notebook in https://github.com/Nixtla/statsforecast/pull/200
[FIX] #210 in https://github.com/Nixtla/statsforecast/pull/213
Docstring based documentation in https://github.com/Nixtla/statsforecast/pull/209
[FIX] nbdev version until next release in https://github.com/Nixtla/statsforecast/pull/225
[FEAT] Prediction intervals for fitted values in https://github.com/Nixtla/statsforecast/pull/228
[FEAT] Add anomaly detection example in https://github.com/Nixtla/statsforecast/pull/229
[FEAT] Add single anomaly plot in https://github.com/Nixtla/statsforecast/pull/230
[FEAT] Add exogenous var use case and install instructions in https://github.com/Nixtla/statsforecast/pull/231
[FEAT] M5 scalability comparison in https://github.com/Nixtla/statsforecast/pull/232
Intervals for some simple methods in https://github.com/Nixtla/statsforecast/pull/201
[FEAT] Add prediction intervals example in https://github.com/Nixtla/statsforecast/pull/239
[FEAT] Auto CES model by in https://github.com/Nixtla/statsforecast/pull/238
[FIX] nbdev releases in https://github.com/Nixtla/statsforecast/pull/251
[FEAT] Add CES + ETS ensemble results in https://github.com/Nixtla/statsforecast/pull/252
[FIX] nbdev deploy to gihub pages in https://github.com/Nixtla/statsforecast/pull/253

New Contributors

@jattenberg made their first contribution in https://github.com/Nixtla/statsforecast/pull/200

Full Changelog: https://github.com/Nixtla/statsforecast/compare/v1.0.0...v1.1.0

v1.0.0

1 year ago

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

Full Changelog: https://github.com/Nixtla/statsforecast/compare/v0.7.1...v1.0.0

v0.7.1

1 year ago

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