Package: hmix 1.0.2

Giancarlo Vercellino

hmix: Hidden Markov Model for Predicting Time Sequences with Mixture Sampling

An algorithm for time series analysis that leverages hidden Markov models, cluster analysis, and mixture distributions to segment data, detect patterns and predict future sequences.

Authors:Giancarlo Vercellino [aut, cre, cph]

hmix_1.0.2.tar.gz
hmix_1.0.2.tar.gz(r-4.5-noble)hmix_1.0.2.tar.gz(r-4.4-noble)
hmix_1.0.2.tgz(r-4.4-emscripten)hmix_1.0.2.tgz(r-4.3-emscripten)
hmix.pdf |hmix.html✨
hmix/json (API)
NEWS

# Install 'hmix' in R:
install.packages('hmix', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • dummy_set - A simple data set with stock close prices

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 2 scripts 178 downloads 1 exports 82 dependencies

Last updated 4 months agofrom:7718405050. Checks:2 OK. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKJan 09 2025
R-4.5-linuxOKJan 09 2025

Exports:hmix

Dependencies:abindbackportsbootbroomcarcarDataclassclicolorspacecorrplotcowplotcpp11cubatureDerivdoBydplyre1071edfunfansifarverFormulagenericsggplot2ggpubrggrepelggsciggsignifgldglogisgluegridExtragtableHMMisobandlabelinglatticelifecyclelme4lmommagrittrMASSMatrixMatrixModelsmc2dmgcvmicrobenchmarkminqamodelrmunsellmvtnormnlmenloptrnnetnormalpnumDerivpbkrtestpillarpkgconfigpolynomproxypurrrquantregR6RColorBrewerRcppRcppEigenrlangrstatixsandwichscalesSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithrzoo