Examples

• Simple example
  • Import the BenchNIRS package
  • Download one of the datasets
  • Load the dataset
  • Prepare the data for model training
  • Train a machine learning classifier
  • Train a custom model
  • Retrain a final model for deployment
• Custom model training
• Subject-independent benchmarking
• Subject-specific benchmarking
• Sliding window benchmarking
• Window size benchmarking
• Dataset size benchmarking
• Epochs visualisation