v1.1.1

What's Changed

• [FEAT] Add Distributed post in #257
• [FEAT] Fallback Model in #259

Full Changelog: v1.1.0...v1.1.1

v1.1.0

What's Changed

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

New Contributors

• @jattenberg made their first contribution in #200

Full Changelog: v1.0.0...v1.1.0

v1.0.0

What's Changed

• Add FugueBackend in #157
• [FEAT] Add neuralprophet experiment in #181
• [FEAT] nbdev2 integration in #186
• [BREAKING CHANGE] SKLearn syntax in #184

Full Changelog: v0.7.1...v1.0.0

v0.7.1

What's Changed

• [FEAT] Fitted df returns in-sample values in #158

Full Changelog: v0.7.0...v0.7.1

v0.7.0

What's Changed

• [Fix]: prevent arima RuntimeWarnings in #136
• [BREAKING CHANGE] Fitted Values Computation in #137
• Now models return a dict instead a numpy array with mean and fitted values.

Full Changelog: v0.6.0...v0.7.0

v0.6.0

What's Changed

• [FEAT] Add ETS model and experiments in #142
• [BREAKING CHANGE] Deprecate python3.6 in #146
• [FEAT] Ray experiment ets in #145
• [FEAT] Readme updates to include ets in #148

Full Changelog: v0.5.6...v0.6.0

v0.5.6

What's Changed

• [DOCS] Typo fixes by @ryanrussell in #117
• [FEAT] Add fugue example by @goodwanghan in #111
• [FEAT] add cross validation functionality by @FedericoGarza in #120
• [FIX] #121 fitting autoarima on constant time series causes typeerror by @FedericoGarza in #122
• [DOCS] add shagn as a contributor for bug by @allcontributors in #124
• [FEAT] add integer ds compatibility for cross validation by @FedericoGarza in #123
• [FEAT] Add n_windows argument for cross_validation method by @FedericoGarza in #131
• [EXP] Add benchmarks at scale experiment by @FedericoGarza in #134

New Contributors

• @ryanrussell made their first contribution in #117
• @goodwanghan made their first contribution in #111

Full Changelog: v0.5.5...v0.5.6

v0.5.5

What's Changed

• ARIMA level/quantile compatibility, missing nbdev_flow, protected gif by @kdgutier in #102
• Add dependency hint for quick intro by @guerda in #106
• [FEAT] Add AutoARIMA adapter for Prophet by @FedericoGarza in #114

New Contributors

• @kdgutier made their first contribution in #102
• @guerda made their first contribution in #106

Full Changelog: v0.5.4...v0.5.5

v0.5.4

What's Changed

• feat: add issues template by @FedericoGarza in #93
• refactor: use Pool instead of ProcessPoolExecutor by @FedericoGarza in #96
• Feat: add ray integration by @FedericoGarza in #98
• fix: add automatic n_jobs behavior by @FedericoGarza in #99
• Creation of forecast dates improvement by @FedericoGarza in #101
• Ray experiment by @FedericoGarza in #103
• Update README.md by @mergenthaler in #104

Full Changelog: v0.5.3...v0.5.4

v0.5.3

What's Changed

New features

• summary method for the AutoARIMA class requested in #31.
• representational string for the AutoARIMA fitted model, requested in #83.

Bug Fixes

• [BUG] croston_sba #88 fixed in #89.