Julien Herzen issues

Results 50 issues of


                                            Julien Herzen

Extend backtesting methods to retrain after configurable number of time steps

See: https://github.com/unit8co/darts/issues/135#issuecomment-709979882

improvement

Simplify install flavours

One possibility would be: * `u8darts` --> core (i.e., without pytorch) * `u8darts[all]` --> all (i.e., with pytorch) Shall we drop `u8darts[torch]` ?

devops

improvement

Generate hierarchy automatically in `from_group_dataframe()`

improvement

Models for intermittent time series

See e.g.: https://www.lancaster.ac.uk/pg/waller/pdfs/Intermittent_Demand_Forecasting.pdf

good first issue

new model

[New model] TACTiS

https://proceedings.mlr.press/v162/drouin22a.html

new model

add past_covariates and future_covariates to `residuals()`

This should be quite trivial

good first issue

improvement

User-guide section on hyper-parameter optimization

documentation

Improve saving/loading of torch models

Currently `save_model()` saves a complete pickle of `self` (using `torch.save()`), and in addition it also saves a Pytorch Lightning checkpoint. This is because the torch-save does not save correctly the...

improvement

Document hierarchical reconciliation

* Example * User guide section