Timeseries Analysis with Transducer

This project was about understanding and implementing a research article describing how to automatically generate code (in our case JavaScript) for syntezing temporal series.

• Professor : Nicolas Beldiceanu
• Paper : Using finite transducers for describing and synthesising structural time-series constraints
• Paper : Global Constraint Catalog, Volume II, Time-Series Constraints

Usage

npm install

# Generate program
node ./src/app.js ../seed_transducer/st_peak.json ../decoration_table/dt_feature.json

# Run the program (it may require some params)
node dist/feature_peak.js ../ts_sample.json width max

# Generate everything and test
npm run test

Developers

• Augustin Lacour
• Léo Paris
• Maxime Maheo