What's changed

[breaking] Breaking changes

• Change default plotting backend to plotly-resample by @LeonieFreisinger in https://github.com/ourownstory/neural_prophet/pull/1149

[major] Major features

• Trend modularization by @karl-richter in https://github.com/ourownstory/neural_prophet/pull/1078
• Seasonality modularization by @karl-richter in https://github.com/ourownstory/neural_prophet/pull/1141
• Future regressors modularization by @alfonsogarciadecorral in https://github.com/ourownstory/neural_prophet/pull/1144

[minor] Minor changes

• Allow unique values for future regressor of one time series in global modeling by @judussoari in https://github.com/ourownstory/neural_prophet/pull/1146
• Added ability to pass custom callbacks while adhering to callback con… by @JSarsfield in https://github.com/ourownstory/neural_prophet/pull/1122
• [minor] Add get function for parameters by @noxan in https://github.com/ourownstory/neural_prophet/pull/1175
• Improve usability for conditional seasonality by @judussoari in https://github.com/ourownstory/neural_prophet/pull/1116
• [Feature] Enable own NN configuration for lagged regressors by @judussoari in https://github.com/ourownstory/neural_prophet/pull/1154
• [Minor] Convert timezones to UTC by default by @christymctse in https://github.com/ourownstory/neural_prophet/pull/1085
• Typing improvements by @noxan in https://github.com/ourownstory/neural_prophet/pull/1121
• Typing conformal prediction by @noxan in https://github.com/ourownstory/neural_prophet/pull/1124
• [refactor] create dict for events or regressors by @noxan in https://github.com/ourownstory/neural_prophet/pull/1123
• [refactor] Extract holiday getter helper to single function by @noxan in https://github.com/ourownstory/neural_prophet/pull/1072
• black edited utils.py by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1160
• Uncertainty: Conformal Prediction V1.2 - move conformal evaluation performance metrics inside of Conformal class in conformal.py by @Kevin-Chen0 in https://github.com/ourownstory/neural_prophet/pull/1155
• [refactor] incorporate typing for time_net.py by @Kevin-Chen0 in https://github.com/ourownstory/neural_prophet/pull/1105
• [refactor] Update python-holidays integration by @arkid15r in https://github.com/ourownstory/neural_prophet/pull/1176

[fix] Bugfixes

• Fix ipython version for plotly-resampler by @LeonieFreisinger in https://github.com/ourownstory/neural_prophet/pull/1119
• Deactivate plotly resampler for static image export by @karl-richter in https://github.com/ourownstory/neural_prophet/pull/1114
• Lightning version by @karl-richter in https://github.com/ourownstory/neural_prophet/pull/1145
• Avoidance of duplicate code in regularisation by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1110

[docs] Documentation

• Created narratives and simplified code for quantile regression tutorial material by @christymctse in https://github.com/ourownstory/neural_prophet/pull/1091
• Update CONTRIBUTING.md by @noxan in https://github.com/ourownstory/neural_prophet/pull/1169
• [fix] default value of n_changepoints given correctly in the docs by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1128
• [docs] Readme library purpose by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1140

[tests] Tests

• [tests] Added info logs to regularisation tests by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1148

[devops] Github workflows

• Fixed pyright error raised from unbound list by @judussoari in https://github.com/ourownstory/neural_prophet/pull/1156

New Contributors

• @JSarsfield made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1122
• @arkid15r made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1176

Full Changelog: https://github.com/ourownstory/neural_prophet/compare/0.5.1...0.5.2