What's changed

[breaking] Breaking changes

• Change default plotting backend to plotly-resample by @LeonieFreisinger in #1149

[major] Major features

• Trend modularization by @karl-richter in #1078
• Seasonality modularization by @karl-richter in #1141
• Future regressors modularization by @alfonsogarciadecorral in #1144

[minor] Minor changes

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

[fix] Bugfixes

• Fix ipython version for plotly-resampler by @LeonieFreisinger in #1119
• Deactivate plotly resampler for static image export by @karl-richter in #1114
• Lightning version by @karl-richter in #1145
• Avoidance of duplicate code in regularisation by @leoniewgnr in #1110

[docs] Documentation

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

[tests] Tests

• [tests] Added info logs to regularisation tests by @leoniewgnr in #1148

[devops] Github workflows

• Fixed pyright error raised from unbound list by @judussoari in #1156

New Contributors

• @JSarsfield made their first contribution in #1122
• @arkid15r made their first contribution in #1176

Full Changelog: 0.5.1...0.5.2