typing-classification

Classifying typing errors. For details on the features, read here.

To run (note that only English and Spanish are currently supported)

1. install required packages:
   pandas, numpy, py2casefold
2. align the typed and original data: python alignment.py input_file output_file [language]
3. extract the features from the typing errors (detailed description of features is here): python feature_extraction_parkinsons.py language
4. (optional) extract the individual keystrokes if using them python alignment-outputbycharacter.py input_file output_file [language]
5. classify the features