Offline Training & Testing Workflows

Here are some workflows related to training and testing decoders offline with existing datasets

Simple Offline Training & Testing

In this workflow, we

1. Load the training data

2. Edit our decoder parameters

3. Train our decoder and save it

4. Store the training data and load the testing data

5. Test the decoder offline

6. Export the test results to csv.

Offline Training using an Existing Decoder

In this workflow, we

1. Load some training data

2. Load the parameters of a trained decoder

3. Retrain the decoder on the current data

Offline Testing using an Existing Decoder

In this workflow, we

1. Load some testing data

2. Load a decoder trained on the corresponding training data

3. Test the decoder offline