search

google / model_search

Apache License 2.0
3.26k stars 462 forks source link

Time series-structured data #11

Open MichailChatzianastasis opened 3 years ago

MichailChatzianastasis commented 3 years ago

Is it able to perform training and evaluation with structured multi dimension data ( like time-series data, image data, etc.) that cannot be represented with a csv?

srivatsan88 commented 3 years ago

@MichailChatzianastasis .. I have not tried others except for tabular yet. But based on researching their code base, You can write a custom class of your data and then select architecture you want to run against by setting it in training spec. The architecture is available in config folder - model_search/configs

So for image you can use CNN specification and for time series RNN spec. You can customize your search space as well in these config files. I will update details if I get a chance to try it

This package is not friendly yet frankly :(

Xiaoping777 commented 3 years ago

@srivatsan88 Could you please post your implementation of multi dimension data as input ? Thanks in advance