get_r2s_by_trial

behavenet.plotting.decoder_utils.get_r2s_by_trial(hparams, model_types)

For a given session, load R^2 metrics from all decoders defined by hparams.

Parameters

• hparams (dict) – needs to contain enough information to specify decoders

• model_types (list of strs) – ‘mlp’ | ‘mlp-mv’ | ‘lstm’

Returns

pandas dataframe of decoder validation metrics

Return type

pd.DataFrame