Chemical Kinetics Bayesian Inference Toolbox (CKBIT).
Maximilian CohenDionisios G. VlachosPublished in: Comput. Phys. Commun. (2021)
Keyphrases
- bayesian inference
- chemical reaction
- chemical reactions
- probabilistic model
- prior information
- variational inference
- hyperparameters
- statistical inference
- hierarchical bayesian
- variational bayes
- weighted model counting
- experimental data
- hidden variables
- bayesian model
- prior distribution
- protein folding
- particle filter
- expectation propagation
- gibbs sampler
- message passing
- inference process
- bayesian models
- bayesian networks
- machine learning
- outlier detection
- graphical models
- data sets