cesium: Open-Source Platform for Time-Series Inference.
Brett NaulStéfan van der WaltArien Crellin-QuickJoshua S. BloomFernando PérezPublished in: CoRR (2016)
Keyphrases
- open source
- cross platform
- core components
- open source software
- inference process
- case study
- bayesian networks
- probabilistic inference
- random fields
- dynamic time warping
- source code
- bayesian model
- inference engine
- inference mechanism
- open source projects
- autoregressive
- bayesian inference
- scripting language
- belief networks
- java platform
- non stationary
- data streams
- real time
- subsequence matching
- chronic hepatitis
- platform independent
- dynamic bayesian networks
- probabilistic reasoning
- message passing
- stock market
- information systems