pySuStaIn: A Python implementation of the Subtype and Stage Inference algorithm.
Leon M. AksmanPeter A. WijeratneNeil P. OxtobyArman EshaghiCameron ShandAndré AltmannDaniel C. AlexanderAlexandra L. YoungPublished in: SoftwareX (2021)
Keyphrases
- learning algorithm
- preprocessing
- cost function
- optimization algorithm
- expectation maximization
- times faster
- experimental evaluation
- matching algorithm
- computationally efficient
- inference process
- inference mechanism
- probabilistic model
- evolutionary algorithm
- path planning
- computational complexity
- neural network
- preprocessing stage
- data sets
- theoretical analysis
- em algorithm
- high accuracy
- worst case
- np hard
- search algorithm