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_pkgdown.yml
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_pkgdown.yml
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url: https://fabrice-rossi.github.io/mixvlmc/
template:
bootstrap: 5
development:
mode: auto
authors:
Fabrice Rossi:
href: "https://fabrice-rossi.github.io/"
articles:
- title: Getting started
navbar: Getting started
contents:
- context-trees
- variable-length-markov-chains
- covlmc
- title: Advanced topics
navbar: Advanced topics
contents:
- likelihood
- prediction
- sampling
- title: Implementation
desc: This article documents implementation details.
contents:
- articles/implementation
reference:
- title: Discrete time series
desc: Build specialized representation of discrete time series.
- contents:
- dts
- is_dts
- dts_data
- print.dts
- states
- title: Context trees
desc: Build context trees and extract information from them.
- contents:
- ctx_tree.default
- ctx_tree.dts
- context_number
- contexts
- contexts.ctx_tree
- depth
- draw.ctx_tree
- draw_control
- print.contexts
- states
- title: Context tree nodes
desc: Extract nodes from context trees and manipulate them.
- contents:
- find_sequence
- find_sequence.covlmc
- as_sequence
- children
- covariate_memory
- counts
- cutoff.ctx_node
- is_context
- is_merged
- is_reversed
- merged_with
- metrics.ctx_node
- metrics.ctx_node_covlmc
- model
- parent
- positions
- rev.ctx_node
- title: Variable Length Markov Chain (VLMC)
desc: Estimate VLMC from a time series and extract information from them.
- contents:
- vlmc.default
- vlmc.dts
- context_number
- contexts.vlmc
- depth
- draw.vlmc
- draw_control
- logLik.vlmc
- loglikelihood.vlmc
- metrics.vlmc
- predict.vlmc
- states
- title: Variable Length Markov Chain with covariates (COVLMC)
desc: Estimate COVLMC from a time series and covariates. Extract information from them.
- contents:
- covlmc.default
- covlmc.dts
- covlmc_control
- context_number.covlmc
- contexts.covlmc
- covariate_depth
- depth
- draw.covlmc
- draw_control
- logLik.covlmc
- loglikelihood.covlmc
- metrics.covlmc
- predict.covlmc
- states
- title: Model selection for (CO)VLMC
desc: Functions to adjust automatically or manually the complexity of a (CO)VLMC to the time series.
- subtitle: VLMC
- contents:
- tune_vlmc
- plot.tune_vlmc
- autoplot.tune_vlmc
- cutoff.vlmc
- prune
- subtitle: COVLMC
- contents:
- tune_covlmc
- plot.tune_covlmc
- autoplot.tune_covlmc
- cutoff.covlmc
- prune.covlmc
- title: Simulation
desc: Functions to simulate new time series from a (CO)VLMC model
- contents:
- starts_with("simulate")
- title: Global options
- contents:
- mixvlmc-package
- title: Data sets
- contents:
- has_keyword("datasets")
- title: Conversions and other low level manipulation of models
- contents:
- starts_with("as_")
- starts_with("is_")
- starts_with("trim")
- title: Low level customisation
- contents:
- charset_utf8
- charset_ascii
- title: Generics
desc: Generic S3 methods defined by the package
- contents:
- covlmc
- ctx_tree
- cutoff
- draw
- metrics
- states
- vlmc
news:
releases:
- text: "mixvlmc 0.2.0"
href: https://fabrice-rossi.github.io/blog/posts/mixvlmc-0-2.html
- text: "mixvlmc 0.1.1"
href: https://fabrice-rossi.github.io/blog/posts/mixvlmc-0-1.html