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Search results for r time series
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time-series
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214 search results found
Forecasting
⭐
2,540
Time Series Forecasting Best Practices & Examples
Causalimpact
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1,484
An R package for causal inference in time series
Tidyquant
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821
Bringing financial analysis to the tidyverse
Quantmod
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763
Quantitative Financial Modelling Framework
Timetk
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594
Time series analysis in the `tidyverse`
Collapse
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556
Advanced and Fast Data Transformation in R
Modeltime
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483
Modeltime unlocks time series forecast models and machine learning in one framework
Sits
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415
Satellite image time series in R
Tsstudio
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412
Tools for time series analysis and forecasting
Anomalize
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334
Tidy anomaly detection
Taganomaly
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308
Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
Feasts
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278
Feature Extraction And Statistics for Time Series
Tsfeatures
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238
Time series features
Dtwclust
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232
R Package for Time Series Clustering Along with Optimizations for DTW
Autoquant
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227
R package for automation of machine learning, forecasting, model evaluation, and model interpretation
Xts
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215
Extensible time series class that provides uniform handling of many R time series classes by extending zoo.
Fastverse
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207
An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R
Tibbletime
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177
Time-aware tibbles
Time Series Forecasting
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167
Sweep
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154
Extending broom for time series forecasting
Modistsp
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146
An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
Tsbox
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145
tsbox: Class-Agnostic Time Series in R
Imputets
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143
CRAN R Package: Time Series Missing Value Imputation
Padr
⭐
131
Padding of missing records in time series
Dtwsat
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121
Time-Weighted Dynamic Time Warping for satellite image time series analysis
Atsaf
⭐
120
Applied Time Series Analysis and Forecasting
Seasonal
⭐
113
R interface to X-13ARIMA-SEATS
Anomalous Acm
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108
Anomalous time series package for R (ACM)
Pomp
⭐
103
R package for statistical inference using partially observed Markov processes
Hts
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98
Hierarchical and Grouped Time Series
Rsdmx
⭐
95
Tools for reading SDMX data and metadata in R
Readabs
⭐
90
Download and tidy time series data from the Australian Bureau of Statistics in R
Finnts
⭐
90
Microsoft Finance Time Series Forecasting Framework (FinnTS) is a forecasting package that utilizes cutting-edge time series forecasting and parallelization on the cloud to produce accurate forecasts for financial data.
Anomalous
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89
Anomalous time series package for R
Smooth
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86
The set of functions used for time series analysis and in forecasting.
Rbcb
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86
R interface to Brazilian Central Bank web services
Seqhmm
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85
Multivariate and Multichannel Discrete Hidden Markov Models for Categorical Sequences
Tsforecasting
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79
This repository contains the implementations related to the experiments of a set of publicly available datasets that are used in the time series forecasting research space.
Trend Api
⭐
78
Anomaly detection and forecasting API
Forecastml
⭐
76
An R package with Python support for multi-step-ahead forecasting with machine learning and deep learning algorithms
Seer
⭐
74
📈 Feature-based Forecast Model Selection (FFORMS) 🕐 🕜 🕙 🕥 🕚 🕦 🕛 🕧 🕑 🕝 🕒 🕞 🕓 🕟 🕔 🕠 🕕 🕡 🕖 🕢 🕗 🕣 🕘 🕤
Gratis
⭐
74
GRATIS: GeneRAting TIme Series with diverse and controllable characteristics
Covid19
⭐
72
Using Kalman Filter to Predict Corona Virus Spread
Modeltime.ensemble
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70
Time Series Ensemble Forecasting
Influxdbr
⭐
69
R Interface for InfluxDB
Sentometrics
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69
An integrated framework in R for textual sentiment time series aggregation and prediction
Sugrrants
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68
SUpporting GRaphics with R for ANalysing Time Series
Tsrepr
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67
TSrepr: R package for time series representations
Msgarch
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67
MSGARCH R Package
Mvgam
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66
{mvgam} R 📦 to fit Dynamic Bayesian Generalised Additive Models for time series analysis and forecasting
Tsmp
⭐
63
R Functions implementing UCR Matrix Profile Algorithm
Jmotif R
⭐
56
SAX, HOT-SAX, VSM, SAX-VSM, RePair and RRA in R (Rcpp)
Incidence
⭐
55
☣📈📉☣ Compute and visualise incidence
Kfas
⭐
55
KFAS: R Package for Exponential Family State Space Models
Datacombine
⭐
52
R tools for combining data sets.
Mathematicavsr
⭐
51
Example projects, code, and documents for comparing Mathematica with R.
Covid19germany
⭐
48
R package - Load, visualise and analyse daily updated data on the COVID-19 outbreak in Germany
Meteoforecast
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48
A package to access outputs from Numerical Weather Prediction models both in raster format and as a time series for a location
Maltese
⭐
47
Little R utility package for making time series data more machine learning-friendly
Bayesmodels
⭐
46
The Tidymodels Extension for Bayesian Models
Boostime
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45
The Tidymodels Extension for Time Series Boosting Models
Heatwaver
⭐
42
This GitHub repo contains all of the code for the heatwaveR package.
Modistools
⭐
42
Interface to the MODIS Land Products Subsets Web Services
Timeseries_sp500_r
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41
Walker
⭐
40
Bayesian Generalized Linear Models with Time-Varying Coefficients
Hydrotsm
⭐
40
Time Series Management and Analysis for Hydrological Modelling
Prophet_explore
⭐
40
Shiny App that offers an interactive interface to explore the main functions of the [prophet Package](https://cran.r-project.org/package=prophe
Italiancoviddata
⭐
38
Historical data about Covid19 epidemic in Italy
Dbnr
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38
Gaussian dynamic Bayesian networks structure learning and inference based on the bnlearn package
Modeltime.h2o
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38
Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.
Modeltime.gluonts
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37
GluonTS Deep Learning with Modeltime
Bssm
⭐
37
Bayesian Inference of State Space Models
Ctsem
⭐
36
Hierarchical continuous time state space modelling
Rlibeemd
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34
Ensemble Empirical Mode Decomposition (EEMD) and Its Complete Variant (CEEMDAN)
Hydrogof
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34
Goodness-of-fit functions for comparison of simulated and observed hydrological time series
Redm
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34
Applications of Empirical Dynamic Modeling from Time Series
Tempdisagg
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32
Methods for Temporal Disaggregation and Interpolation of Time Series
Midasml
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32
midasml package is dedicated to run predictive high-dimensional mixed data sampling models
M4comp2018
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30
The R package M4comp2018 contains the 100000 time series from the M4-competition (https://www.m4.unic.ac.cy/)
Solar
⭐
30
Solar Radiation and Photovoltaic Systems with R
Biwavelet
⭐
30
R package to conduct univariate and bivariate wavelet analyses
Tstools
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30
R tools for time series
Daiquiri
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30
Data quality reporting for temporal datasets.
Foqat
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29
Field observation quick analysis toolkit
Theft
⭐
29
R package for Tools for Handling Extraction of Features from Time series (theft)
Nnfor
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28
Bets
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28
Package to obtain and analyze thousands of Brazilian economic time series
Vltimeseriescausality
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27
A framework to infer causality on a pair of time series of real numbers based on Variable-lag Granger causality and transfer entropy.
Bets
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27
It provides access to and information about the most important Brazilian economic time series - from the Getulio Vargas Foundation <http://portal.fgv.br/en>, the Central Bank of Brazil <http://www.bcb.gov.br> and the Brazilian Institute of Geography and Statistics <http://www.ibge.gov.br>. It also presents tools for managing, analysing (e.g. generating dynamic reports with a complete analysis of a series) and exporting these time series.
Tsviz
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26
An RStudio addin to provide easy and interactive time series visualization
Bayeshmm
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26
Full Bayesian Inference for Hidden Markov Models
Ldats
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25
Latent Dirichlet Allocation coupled with Bayesian Time Series analyses
Biomehorizon
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24
Plot microbiome time series in parallel
Seasonalview
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21
Graphical User Interface for Seasonal Adjustment
Timeomics
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21
Time-Course Multi-Omics data integration
Plottwist
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21
PlotTwist - a web app for plotting and annotating time-series data
Exuber
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21
Econometric Analysis of Explosive Time Series
Datastreamdsws2r
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21
Functions and a R5 class that allows data to be downloaded and uploaded to the Refinitiv Datastream database via the DSWS server
Timeseriesdb
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21
{timeseriesdb} Manage Time Series with R and PostgreSQL
Hydrostreamer
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19
R package for downscaling off-the-shelf runoff products to explicit river network.
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