River: machine learning for streaming data in Python.
Jacob MontielMax HalfordSaulo Martiello MasteliniGeoffrey BolmierRaphaël SourtyRobin VaysseAdil ZouitineHeitor Murilo GomesJesse ReadTalel AbdessalemAlbert BifetPublished in: CoRR (2020)
Keyphrases
- streaming data
- machine learning
- decision tree construction
- data streams
- concept drift
- sliding window
- evolving data streams
- data stream mining
- data distribution
- mining data streams
- data streaming
- anomaly detection
- massive data streams
- incoming data
- pattern recognition
- computer vision
- learning algorithm
- machine learning algorithms
- decision trees
- feature selection
- text mining
- information extraction
- stream data
- stream processing
- support vector machine
- stream mining
- active learning
- continuous queries