Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events.
Matthew B. A. McDermottBret NestorPeniel N. ArgawIsaac S. KohanePublished in: NeurIPS (2023)
Keyphrases
- complex events
- stream processing
- data pre processing
- pre trained
- event recognition
- event detection
- data streams
- temporal relations
- temporal structure
- data analysis
- generative model
- continuous queries
- state space
- data processing
- multimedia
- stream data
- streaming data
- sequential patterns
- preprocessing
- training data
- decision trees
- learning algorithm
- temporal patterns
- training examples
- nearest neighbor
- active learning
- association rules