DesperateLearner

Purpose of passing target time series to model predict method

1

Hi, If my model does not have any target lags, i.e. `target_lags = None`, does it mean that passing the series to the predict method is purely to tell the...

[BUG] gridsearch with RegressionModel

1

I am trying to implement grid search for 3 parameters in the elasticnet regression model from sklearn and wrapping the darts RegressionModel around that. Based on the documentation of [grid...

Progress bar for historical forecast does not show

10

I have updated my darts version to the latest version:  According to what I was told in another thread, to print out the progress bar, "I need to set...

Does Darts provide methods for unsupervised anomaly detection models?

3

Based on the [darts documentation](https://unit8co.github.io/darts/generated_api/darts.ad.anomaly_model.html) on anomaly models, it seems like the 2 available ones - filtering anomaly model and forecasting anomaly model both require the model to be initially...

Gridlines automatically created in matplotlib and seaborn plots [BUG]

5

Darts package seems to have some parameter under the hood that inserts gridlines into every matplotlib and seaborn plot: If i do not import darts, this seaborn heatmap doesnt show...

Include validation series with hyperparameter optimization in Darts

4

When tuning hyperparameters for non time-series data, normally one would split the dataset into training set, validation set and test set. The validation set is then used to test which...

Hi, I want to use run_combs to test, for example, different fast and slow windows of the MACD line. However, the signal I want to generate is when the MACD...

I initialized a sample portfolio and generated the plot from vectorbt. In the third subplot, what is the benchmark that is plotted in the cumulative returns plot? 

Is there a way to observe how the **daily** P&L changes over time? From the documentation, I only found the method for looking at the list of orders/ list of...

When using the sklearn's[ Isolation forest model](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html), I can use the [DecisionBoundaryDisplay](https://scikit-learn.org/stable/modules/generated/sklearn.inspection.DecisionBoundaryDisplay.html#sklearn.inspection.DecisionBoundaryDisplay.from_estimator) function to plot for all 3 different response methods, e.g. 'predict' and 'decision_function', without any issues. Example is...