Open mehrdadfazli opened 2 years ago
Hi, try use predict=False in the validation TimeSeriesDataSet (in the function .from_dataset). The predict=True only uses the last timeseries in the validation data.
This worked for me.
Best
@hschmiedt Thanks for your suggestion. I tried that (setting predict=False in for validation) but still I have one of my many timeseries in the validation dataset. So the problem persists in my case.
Best
@hschmiedt's suggestion worked for me
cheers
Hi there!
Thanks for this great package. I have a problem with multiple timeseries prediction. I have 11 timeseries in my dataset. I followed the tutorial and built the dataset and model and trained it. However, when I wanted to make predictions, it only predicts one of the timeseries. After some investigation, I found out that there are 11 groups in my training but only 1 group in my validation. I am having a hard time figuring out the root of the issue. I appreciate any help. Below is some of my code:
Training and validation
and my model:
After the model was trained, I tried to plot the predictions for the counties:
and I got:
It only plotted one of the timeseries. So, I investigated a bit and figured that in validation set there is only one group available:
and
I exactly followed the tutorial. The only difference was that in my data groups are identified by column
name
.Moreover, I am struggling to find out the shape and structure of the raw predictions. Any help in that regard is also appreciated.
Thanks,