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TSrepr
View on CRAN: Click
here
Download and install TSrepr package within the R console
Install from CRAN:
install.packages("TSrepr")
Install from Github:
library("remotes")
install_github("cran/TSrepr")
Install by package version:
library("remotes")
install_version("TSrepr", "1.1.0")
Attach the package and use:
library("TSrepr")
Maintained by
Peter Laurinec
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.TSrepr . https://github.com/PetoLau/TSrepr/issues . https://github.com/PetoLau/TSrepr/ . TSrepr citation info . TSrepr results . TSrepr.pdf . Extending TSrepr . TSrepr_1.1.0.tar.gz . TSrepr_1.1.0.zip . TSrepr_1.1.0.zip . TSrepr_1.1.0.zip . TSrepr_1.1.0.tgz . TSrepr_1.1.0.tgz . TSrepr_1.1.0.tgz . TSrepr_1.1.0.tgz . TSrepr_1.1.0.tgz . TSrepr_1.1.0.tgz . TSrepr archive . https://CRAN.R-project.org/package=TSrepr .
First Published: 2018-01-26
Latest Update: 2020-07-13
Description:
Methods for representations (i.e. dimensionality reduction, preprocessing, feature extraction) of time series to help more accurate and effective time series data mining. Non-data adaptive, data adaptive, model-based and data dictated (clipped) representation methods are implemented. Also various normalisation methods (min-max, z-score, Box-Cox, Yeo-Johnson), and forecasting accuracy measures are implemented.
How to cite:
Peter Laurinec (2018). TSrepr: Time Series Representations. R package version 1.1.0, https://cran.r-project.org/web/packages/TSrepr. Accessed 29 Mar. 2025.
Previous versions and publish date:
Other packages that cited TSrepr R package
View TSrepr citation profile
Other R packages that TSrepr depends,
imports, suggests or enhances
Complete documentation for TSrepr
Functions, R codes and Examples using
the TSrepr R package
Some associated functions: TSrepr . clipping . coef_comp . denorm_atan . denorm_boxcox . denorm_min_max . denorm_yj . denorm_z . elec_load . fast_stat . maape . mae . mape . mase . mdae . mse . norm_atan . norm_boxcox . norm_min_max . norm_min_max_list . norm_min_max_params . norm_yj . norm_z . norm_z_list . norm_z_params . repr_dct . repr_dft . repr_dwt . repr_exp . repr_feaclip . repr_feacliptrend . repr_featrend . repr_gam . repr_list . repr_lm . repr_matrix . repr_paa . repr_pip . repr_pla . repr_sax . repr_seas_profile . repr_sma . repr_windowing . rleC . rmse . smape . trending .
Some associated R codes: PIP.R . PLA.R . RcppExports.R . SAX.R . TSrepr-package.R . data.R . model_based_repr.R . nondata_adaptive_repr.R . normalizations_R.R . repr_list.R . repr_matrix.R . windowing.R . Full TSrepr package functions and examples
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