Maxime Dumonal issues

Results 5 issues of


                                            Maxime Dumonal

xai init

Explanability: Shap with Regression models #609 ### Summary First draw of what should be explainability in darts. We use shap library to explain time series, in the case of RegressionModel.

XGboost regression model (and probabilistic forecasting faisability)

improvement

new model

[BUG] when resample a TS, first sample is nan in some situations.

**Describe the bug** When I use resample, the first element of the resampled time series can be nan. **To Reproduce** `from darts import TimeSeries from darts.utils.timeseries_generation import gaussian_timeseries import pandas...

bug

historical_forecast enhancement for `RegressionModel`

**Is your feature request related to a current problem? Please describe.** `RegressionModel` models type are specific models based on tabular data. There is a possibility to directly compute historical_forecast in...

improvement

Change create_lagged_data and regressionmodel in order to have the names of the features by default in the sklearn model

improvement