PyDaddy: A Python package for discovering stochastic dynamical equations from timeseries data.
Arshed NabeelAshwin KarichannavarShuaib PalathingalJitesh JhawarDanny Raj MVishwesha GuttalPublished in: CoRR (2022)
Keyphrases
- data sets
- data processing
- data collection
- data analysis
- raw data
- experimental data
- data mining algorithms
- missing data
- training data
- differential equations
- data points
- knowledge discovery
- original data
- database
- machine learning
- high quality
- data sources
- historical data
- statistical analysis
- data acquisition
- data distribution
- monte carlo
- synthetic data
- data mining techniques
- open source
- small number
- probability distribution
- data structure