Man pages for BCT
Bayesian Context Trees for Discrete Time Series

BCTBayesian Context Trees (BCT) algorithm
calculate_exact_changepoint_posteriorCalculates the exact posterior for a sequence with a single...
compute_countsCompute empirical frequencies of all contexts
CTWContext Tree Weighting (CTW) algorithm
draw_modelsPlot the results of the BCT and kBCT functions
el_ninoEl Nino
enterophageEnterobacteria_phage_lambda
generate_dataSequence generator
gene_sSARS-CoV-2 gene S
infer_fixed_changepointsInferring the change-points locations when the number of...
infer_unknown_changepointsInferring the number of change-points and their locations.
kBCTk-Bayesian Context Trees (kBCT) algorithm
log_lossCalculating the log-loss incurred in prediction
MAP_parametersParameters of the MAP model
MLMaximum Likelihood
peweePewee birdsong
plot_changepoint_posteriorPlot the empirical posterior distribution of the...
plot_individual_changepoint_posteriorPlot empirical conditional posterior of the number of...
predictionPrediction
sars_cov_2SARS-CoV-2 genome
show_treePlot tree with given contexts
simian_40simian_40
SP500Daily changes in the S&P 500 index
three_changesthree_changes
zero_one_lossCalculating the 0-1 loss incurred in prediction
BCT documentation built on May 12, 2022, 5:06 p.m.