u8darts

Create weekly time series with DARTS from dataframe Question: How to create a time series with darts having weekly frequency? When having weekly data as follows: import pandas as pd df = pd.DataFrame({ ‘Date’ : [ pd.to_datetime(‘2022-12-05’), pd.to_datetime(‘2022-12-12’), pd.to_datetime(‘2022-12-19’), pd.to_datetime(‘2022-12-26’)], ‘Variable’: [10,21,23,24]}) I am struggling to get the correct freq as weekly: from darts import …

Checking Seasonality of a Time Series in Darts Question: I am currently working with my own dataset consisting of traffic volumes recorded at 5 minute intervals. I have data from 2018 to 2020. I am working on some analysis of the data and I was looking through the Darts documentation here: https://unit8co.github.io/darts/generated_api/darts.utils.statistics.html I am trying …

Multiple-series training input is giving NaN loss while same data but One-serie training input is not Question: I want to train a N-Beats time series model using Darts. I have a time serie DataFrame for each users so I want to use Multiple-Series training but when I feed the list of TimeSeries I directly get …