River: machine learning for streaming data in Python.
Jacob MontielMax HalfordSaulo Martiello MasteliniGeoffrey BolmierRaphaël SourtyRobin VaysseAdil ZouitineHeitor Murilo GomesJesse ReadTalel AbdessalemAlbert BifetPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- streaming data
- machine learning
- decision tree construction
- data streams
- sliding window
- concept drift
- data streaming
- evolving data streams
- learning algorithm
- data distribution
- data stream mining
- active learning
- massive data streams
- machine learning methods
- stream data
- stream mining
- incoming data
- anomaly detection
- machine learning algorithms
- data analysis
- decision trees
- feature selection
- mining data streams
- data mining
- supervised learning
- support vector machine
- pattern recognition
- computer vision
- database
- k nearest neighbor
- text mining
- knowledge discovery