PyNumDiff: A Python package for numerical differentiation of noisy time-series data.
Floris van BreugelYuying LiuBingni W. BruntonJ. Nathan KutzPublished in: J. Open Source Softw. (2022)
Keyphrases
- programming language
- finite difference
- software package
- open source software
- open source
- sensitivity analysis
- noisy data
- real world
- software development
- anomaly detection
- source code
- database systems
- qualitative and quantitative
- pattern discovery
- decision trees
- temporal data
- numerical methods
- image processing
- graphical user interface
- machine learning