Showing 20 of total 20 results (show query)
cran
XML:Tools for Parsing and Generating XML Within R and S-Plus
Many approaches for both reading and creating XML (and HTML) documents (including DTDs), both local and accessible via HTTP or FTP. Also offers access to an 'XPath' "interpreter".
Maintained by CRAN Team. Last updated 2 months ago.
20.6 match 3 stars 8.87 score 1.3k dependents
jmotif
jmotif:Time Series Analysis Toolkit Based on Symbolic Aggregate Discretization, i.e. SAX
Implements time series z-normalization, SAX, HOT-SAX, VSM, SAX-VSM, RePair, and RRA algorithms facilitating time series motif (i.e., recurrent pattern), discord (i.e., anomaly), and characteristic pattern discovery along with interpretable time series classification.
Maintained by Pavel Senin. Last updated 2 years ago.
anomalydiscoverydiscorddiscretizationkddsaxsax-vsmtimeseriescpp
33.7 match 55 stars 5.12 score 48 scripts
christophsax
seasonal:R Interface to X-13-ARIMA-SEATS
Easy-to-use interface to X-13-ARIMA-SEATS, the seasonal adjustment software by the US Census Bureau. It offers full access to almost all options and outputs of X-13, including X-11 and SEATS, automatic ARIMA model search, outlier detection and support for user defined holiday variables, such as Chinese New Year or Indian Diwali. A graphical user interface can be used through the 'seasonalview' package. Uses the X-13-binaries from the 'x13binary' package.
Maintained by Christoph Sax. Last updated 16 days ago.
seasonal-adjustmenttime-series
9.1 match 120 stars 12.03 score 1.1k scripts 8 dependents
ropensci
tsbox:Class-Agnostic Time Series
Time series toolkit with identical behavior for all time series classes: 'ts','xts', 'data.frame', 'data.table', 'tibble', 'zoo', 'timeSeries', 'tsibble', 'tis' or 'irts'. Also converts reliably between these classes.
Maintained by Christoph Sax. Last updated 5 months ago.
9.1 match 150 stars 10.61 score 496 scripts 4 dependents
cynkra
indiedown:Individual R Markdown Templates
Simplifies the generation of customized R Markdown PDF templates. A template may include an individual logo, typography, geometry or color scheme. The package provides a skeleton with detailed instructions for customizations. The skeleton can be modified by changing defaults in the 'YAML' header, by adding additional 'LaTeX' commands or by applying dynamic adjustments in R. Individual corporate design elements, such as a title page, can be added as R functions that produce 'LaTeX' code.
Maintained by Christoph Sax. Last updated 3 months ago.
9.0 match 32 stars 7.84 score 3 scriptschristophsax
tempdisagg:Methods for Temporal Disaggregation and Interpolation of Time Series
Temporal disaggregation methods are used to disaggregate and interpolate a low frequency time series to a higher frequency series, where either the sum, the mean, the first or the last value of the resulting high frequency series is consistent with the low frequency series. Temporal disaggregation can be performed with or without one or more high frequency indicator series. Contains the methods of Chow-Lin, Santos-Silva-Cardoso, Fernandez, Litterman, Denton and Denton-Cholette, summarized in Sax and Steiner (2013) <doi:10.32614/RJ-2013-028>. Supports most R time series classes.
Maintained by Christoph Sax. Last updated 2 years ago.
9.6 match 40 stars 7.35 score 106 scripts 1 dependents
cefet-rj-dal
harbinger:A Unified Time Series Event Detection Framework
By analyzing time series, it is possible to observe significant changes in the behavior of observations that frequently characterize events. Events present themselves as anomalies, change points, or motifs. In the literature, there are several methods for detecting events. However, searching for a suitable time series method is a complex task, especially considering that the nature of events is often unknown. This work presents Harbinger, a framework for integrating and analyzing event detection methods. Harbinger contains several state-of-the-art methods described in Salles et al. (2020) <doi:10.5753/sbbd.2020.13626>.
Maintained by Eduardo Ogasawara. Last updated 3 months ago.
7.1 match 18 stars 8.32 score 216 scriptschristophsax
seasonalview:Graphical User Interface for Seasonal Adjustment
A graphical user interface to the 'seasonal' package and 'X-13ARIMA-SEATS', the U.S. Census Bureau's seasonal adjustment software.
Maintained by Christoph Sax. Last updated 5 months ago.
seasonal-adjustmentshinytime-series
9.1 match 22 stars 5.59 score 105 scripts
pmontman
TSclust:Time Series Clustering Utilities
A set of measures of dissimilarity between time series to perform time series clustering. Metrics based on raw data, on generating models and on the forecast behavior are implemented. Some additional utilities related to time series clustering are also provided, such as clustering algorithms and cluster evaluation metrics.
Maintained by Pablo Montero Manso. Last updated 5 years ago.
8.5 match 2 stars 5.76 score 170 scripts 8 dependentschristophsax
dataseries:Switzerland's Data Series in One Place
Download and import time series from <http://www.dataseries.org>, a comprehensive and up-to-date collection of open data from Switzerland.
Maintained by Christoph Sax. Last updated 1 years ago.
9.8 match 9 stars 4.01 score 23 scripts
jeromeecoac
seewave:Sound Analysis and Synthesis
Functions for analysing, manipulating, displaying, editing and synthesizing time waves (particularly sound). This package processes time analysis (oscillograms and envelopes), spectral content, resonance quality factor, entropy, cross correlation and autocorrelation, zero-crossing, dominant frequency, analytic signal, frequency coherence, 2D and 3D spectrograms and many other analyses. See Sueur et al. (2008) <doi:10.1080/09524622.2008.9753600> and Sueur (2018) <doi:10.1007/978-3-319-77647-7>.
Maintained by Jerome Sueur. Last updated 1 years ago.
3.3 match 18 stars 8.88 score 880 scripts 23 dependents
petolau
TSrepr:Time Series Representations
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.
Maintained by Peter Laurinec. Last updated 5 years ago.
data-analysisdata-miningdata-mining-algorithmsdata-sciencerepresentationtime-seriestime-series-analysistime-series-classificationtime-series-clusteringtime-series-data-miningtime-series-representationscpp
1.9 match 97 stars 7.23 score 117 scripts
x13org
x13binary:Provide the 'x13ashtml' Seasonal Adjustment Binary
The US Census Bureau provides a seasonal adjustment program now called 'X-13ARIMA-SEATS' building on both earlier programs called X-11 and X-12 as well as the SEATS program by the Bank of Spain. The US Census Bureau offers both source and binary versions -- which this package integrates for use by other R packages.
Maintained by Dirk Eddelbuettel. Last updated 8 months ago.
1.5 match 10 stars 7.50 score 16 scripts 10 dependents
ellisp
ggseas:'stats' for Seasonal Adjustment on the Fly with 'ggplot2'
Provides 'ggplot2' 'stats' that estimate seasonally adjusted series and rolling summaries such as rolling average on the fly for time series.
Maintained by Peter Ellis. Last updated 7 years ago.
1.7 match 74 stars 6.68 score 129 scriptscynkra
munch:Functions for working with the historicized list of communes of Switzerland
Contains historicized municipality data for Switzerland from 1960 onwards, from the "Historisiertes Gemeindeverzeichnis" of the Swiss Federal Statistical Office.
Maintained by Kirill Müller. Last updated 3 months ago.
1.6 match 6 stars 5.43 score 2 scripts
alipsa
xmlr:Read, Write and Work with 'XML' Data
'XML' package for creating, reading and manipulating 'XML', with an object model based on 'Reference Classes'.
Maintained by Per Nyfelt. Last updated 3 years ago.
1.7 match 8 stars 4.60 score 6 scriptscynkra
rchroma:A Client for 'ChromaDB'
Client for 'ChromaDB', a vector database for storing and querying embeddings. This package provides a convenient interface to interact with the REST API of 'ChromaDB' <https://docs.trychroma.com>.
Maintained by David Schoch. Last updated 1 months ago.
1.6 match 9 stars 4.95 score 4 scripts
heraldoborges
STMotif:Discovery of Motifs in Spatial-Time Series
Allow to identify motifs in spatial-time series. A motif is a previously unknown subsequence of a (spatial) time series with relevant number of occurrences. For this purpose, the Combined Series Approach (CSA) is used.
Maintained by Heraldo Borges. Last updated 4 years ago.
1.9 match 2 stars 4.08 score 12 scripts
cpenn-usgs
HyMETT:Hydrologic Model Evaluation and Time-Series Tools
Facilitates the analysis and evaluation of hydrologic model output and time-series data with functions focused on comparison of modeled (simulated) and observed data, period-of-record statistics, and trends.
Maintained by Colin Penn. Last updated 7 months ago.
1.5 match 2.00 score