Skip to content

How to evaluate over multiple csv files #32

@tionry

Description

@tionry

Hi,
Thanks for your work!
I tried to use your code for our dataset model training/validating. I meet several issues:
1. how to train over multiple csv files, I see that the sh command --data-name-list gives file_name, how to write the command if
I want to train over multiple files, such as AQShunyi-1.csv, AQShunyi-2.csv simutenously?
2. How may I train my prediction model as the hyperparameters are predefined in the command line, or I must train the mode lat somewhere else?
3. Can the framework deal with data of multiple features, e.g., if I want to forecast the nationwide air quality, assume I get data from different regions, the data may look like [region, timestamp, quality], it is time series with 'region' feature, so the question is how to train and also validate the prediction model, or it is infeasible in the context of time series forecasting.
Looking forward to your reply, thanks so much!

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions