Neural Prophet - 0.5.3

What's Changed

Bugfixes

• [fix] Limit broken dependency versions (mainly pytorch < 2.0) by @noxan in https://github.com/ourownstory/neural_prophet/pull/1221

Minor features

• [minor] Adjust seasonality reg to modularized code by @judussoari in https://github.com/ourownstory/neural_prophet/pull/1203

Documentation

• [docs] Style fixes in tutorial notebooks when dark mode is active by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1199
• [typing] Add typing for user facing functions by @noxan in https://github.com/ourownstory/neural_prophet/pull/1193

Under the hood changes

• [refactor] Move evaluate method outside of Conformal class and rename it as conformal_evaluate by @Kevin-Chen0 in https://github.com/ourownstory/neural_prophet/pull/1210
• [refactor] Renamed conformal.py to uncertainty.py and conformal_evalute() to uncertainty_evaluate(). by @Kevin-Chen0 in https://github.com/ourownstory/neural_prophet/pull/1213
• [refactor] Modified n_forecasts in _infer_evaluate_params_from_dataset() method in conformal.py by @Kevin-Chen0 in https://github.com/ourownstory/neural_prophet/pull/1212
• [refactor] Add quantile regression (QR) as an uncertainty evalution metric in uncertainty.py by @Kevin-Chen0 in https://github.com/ourownstory/neural_prophet/pull/1214

Full Changelog: https://github.com/ourownstory/neural_prophet/compare/0.5.2...0.5.3