Training script for echos #539
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…aining (without inference code for now - still working out some bugs)
…aining (fixed a few logging messages in train file and updated inference file to support classification and to check for mismatches between wide_file and splits_file ids).
…aining (fixed a few bugs for running only classification tasks).
…or regression and classification adaptation)
…eed for 'output_signature' flag, allowing fine-tuning with classification heads as well and fixing scaling issues with text data (not scaling)
…moving the need for specifying 'output_labels'
…d_quality and selected_canonical flags to optional and loading information from saved model_params.json file if they are not specified.
…cation labels (the code now uses class categories of saved model if the new data has a subset of these categories).
This reverts commit 35aa5e4.
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