ITMO-NSS-team/pytsbe

Custom dataset

Opened this issue · 1 comments

kailu22 commented

Hi there,

Thanks for the excellent work. I wonder if it'd be possible to use custom datasets. Any insights would be appreciated.

Thanks!

valer1435 commented

Hi, @kailu22! Thank you for attention to our work. We glad to see you had positive experience with it!

If you want to add a custom dataset you need to follow these steps (assume you have univariate data):

  1. Clone repo on a local machine

  2. Add you time series file here . Here an example of csv file formatting. If you file contains only one time series, you still need fill label column.

  3. Create alias for you dataset and provide path to it similar to existing datasets.

  4. Next you need to define dataset format (we are used to long format) and define type in terms of number of variables (in case of univariate series use TimeSeriesDataset). Note that you have to use alias you created before!

  5. Congratulations! You've just added your custom dataset! Now you can use alias you created in yaml configs for launch

  6. If you want to share your data with others you can create PR in this repo

I hope this advice will be helpful! If you have questions and problems we will answer it as soon as possible.