pyPESTO: a modular and scalable tool for parameter estimation for dynamic models.
Yannik SchälteFabian FröhlichPaul J. JostJakob VanhoeferDilan PathiranaPaul StaporPolina A. LakrisenkoDantong WangElba Raimúndez-ÁlvarezSimon MerktLeonard SchmiesterPhilipp StädterStephan GreinErika DudkinDomagoj DoresicDaniel WeindlJan HasenauerPublished in: Bioinform. (2023)
Keyphrases
- parameter estimation
- dynamic model
- parameter estimates
- maximum likelihood
- least squares
- markov random field
- model selection
- experimental data
- statistical models
- em algorithm
- random fields
- structure learning
- parameter estimation algorithm
- multiple models
- posterior distribution
- parameter values
- expectation maximization
- gibbs sampling
- approximate inference
- maximum likelihood estimation
- model fitting
- parameters estimation
- probabilistic model