Polina Turishcheva

Improving the default model flexibility

1

I would suggest to add **kwargs [here](https://github.com/sinzlab/sensorium/blob/main/sensorium/models/models.py#L54) and [here](https://github.com/sinzlab/sensorium/blob/main/sensorium/models/models.py#L124) as otherwise it does not allow to change some of the parameters, which are not stated in the function while they...

Improving model-training notebook and 'trainers.py'

1

1. The standard trainer will not stop and will not give any warning if the loss when to 'nan', it will just keep training. 2. It would be nice to...

transform instead of fit_trasform

1

I cannot find if I can pass new data through Nevis without changing the model. Could you please let me know how could I do it? I am using python...

[NeurIPS] Data type extension (Video and multichannel time series )

3

It seems like videos are not supported in the Data types ([here](https://github.com/mlcommons/croissant/blob/0f95e04763557929e4f4c6711c108c0d9cf7b818/python/mlcroissant/mlcroissant/_src/core/constants.py#L221) its only Image object, while in `rdflib.namespace.SDO` they [have](https://rdflib.readthedocs.io/en/stable/apidocs/rdflib.namespace.html#rdflib.namespace.SDO.VideoObject) VideoObject separately ). Also, I have a custom data...