WAX-ML: A Python library for machine learning and feedback loops on streaming data.
Emmanuel SériéPublished in: CoRR (2021)
Keyphrases
- streaming data
- feedback loops
- machine learning
- decision tree construction
- data streams
- concept drift
- sliding window
- data distribution
- evolving data streams
- maximum likelihood
- data stream mining
- fuzzy cognitive maps
- stream data
- anomaly detection
- massive data streams
- text classification
- feedback loop
- decision trees
- feature selection
- semi supervised learning
- pattern recognition
- data sets
- data mining
- learning algorithm
- active learning
- supervised learning
- data analysis
- prior knowledge
- probabilistic model
- clustering algorithm
- model selection
- markov chain
- neural network
- text mining