Showing 14 of total 14 results (show query)
alexkz
kernlab:Kernel-Based Machine Learning Lab
Kernel-based machine learning methods for classification, regression, clustering, novelty detection, quantile regression and dimensionality reduction. Among other methods 'kernlab' includes Support Vector Machines, Spectral Clustering, Kernel PCA, Gaussian Processes and a QP solver.
Maintained by Alexandros Karatzoglou. Last updated 8 months ago.
21 stars 12.26 score 7.8k scripts 487 dependents
r-lib
log4r:A Fast and Lightweight Logging System for R, Based on 'log4j'
The log4r package is meant to provide a fast, lightweight, object-oriented approach to logging in R based on the widely-emulated 'log4j' system and etymology.
Maintained by Aaron Jacobs. Last updated 5 months ago.
95 stars 10.81 score 217 scripts 16 dependents
business-science
modeltime:The Tidymodels Extension for Time Series Modeling
The time series forecasting framework for use with the 'tidymodels' ecosystem. Models include ARIMA, Exponential Smoothing, and additional time series models from the 'forecast' and 'prophet' packages. Refer to "Forecasting Principles & Practice, Second edition" (<https://otexts.com/fpp2/>). Refer to "Prophet: forecasting at scale" (<https://research.facebook.com/blog/2017/02/prophet-forecasting-at-scale/>.).
Maintained by Matt Dancho. Last updated 5 months ago.
arimadata-sciencedeep-learningetsforecastingmachine-learningmachine-learning-algorithmsmodeltimeprophettbatstidymodelingtidymodelstimetime-seriestime-series-analysistimeseriestimeseries-forecasting
551 stars 10.61 score 1.1k scripts 7 dependents
bioc
biodb:biodb, a library and a development framework for connecting to chemical and biological databases
The biodb package provides access to standard remote chemical and biological databases (ChEBI, KEGG, HMDB, ...), as well as to in-house local database files (CSV, SQLite), with easy retrieval of entries, access to web services, search of compounds by mass and/or name, and mass spectra matching for LCMS and MSMS. Its architecture as a development framework facilitates the development of new database connectors for local projects or inside separate published packages.
Maintained by Pierrick Roger. Last updated 5 months ago.
softwareinfrastructuredataimportkeggbiologycheminformaticschemistrydatabasescpp
11 stars 7.85 score 24 scripts 6 dependents
rebeccasalles
TSPred:Functions for Benchmarking Time Series Prediction
Functions for defining and conducting a time series prediction process including pre(post)processing, decomposition, modelling, prediction and accuracy assessment. The generated models and its yielded prediction errors can be used for benchmarking other time series prediction methods and for creating a demand for the refinement of such methods. For this purpose, benchmark data from prediction competitions may be used.
Maintained by Rebecca Pontes Salles. Last updated 4 years ago.
benchmarkinglinear-modelsmachine-learningnonstationaritytime-series-forecasttime-series-prediction
24 stars 5.53 score 94 scripts 1 dependents
verasls
lvmisc:Veras Miscellaneous
Contains a collection of useful functions for basic data computation and manipulation, wrapper functions for generating 'ggplot2' graphics, including statistical model diagnostic plots, methods for computing statistical models quality measures (such as AIC, BIC, r squared, root mean squared error) and general utilities.
Maintained by Lucas Veras. Last updated 1 years ago.
6 stars 5.40 score 14 scripts 1 dependents
eddelbuettel
spdl:Easier Use of 'RcppSpdlog' Functions via Wrapper
Logging functions in 'RcppSpdlog' provide access to the logging functionality from the 'spdlog' 'C++' library. This package offers shorter convenience wrappers for the 'R' functions which match the 'C++' functions, namely via, say, 'spdl::debug()' at the debug level. The actual formatting is done by the 'fmt::format()' function from the 'fmtlib' library (that is also 'std::format()' in 'C++20' or later).
Maintained by Dirk Eddelbuettel. Last updated 10 months ago.
2 stars 4.78 score 1 scripts 6 dependents
cran
ftsa:Functional Time Series Analysis
Functions for visualizing, modeling, forecasting and hypothesis testing of functional time series.
Maintained by Han Lin Shang. Last updated 1 months ago.
6 stars 4.61 score 10 dependents
poissonconsulting
wqbc:Tidy Water Quality Data and Calculate Thresholds for British Columbia
Tidies water quality data and calculates water quality thresholds for British Columbia.
Maintained by Andy Teucher. Last updated 2 months ago.
4.23 score 34 scripts
rvaradhan
turboEM:A Suite of Convergence Acceleration Schemes for EM, MM and Other Fixed-Point Algorithms
Algorithms for accelerating the convergence of slow, monotone sequences from smooth, contraction mapping such as the EM and MM algorithms. It can be used to accelerate any smooth, linearly convergent acceleration scheme. A tutorial style introduction to this package is available in a vignette on the CRAN download page or, when the package is loaded in an R session, with vignette("turboEM").
Maintained by Ravi Varadhan. Last updated 4 years ago.
3.64 score 24 scripts 6 dependents
rogiersbart
rui:A simple set of UI functions
This package provides a wrapper around different cli and usethis functions, aiming at providing a small but consistent set of verbs to construct a simple R package UI.
Maintained by Bart Rogiers. Last updated 9 months ago.
3.48 score 2 dependentspoissonconsulting
wqindex:Water Quality Index Calculation for British Columbia
Calculates water quality thresholds and water quality indices and plots water quality indices spatially and temporally for British Columbia.
Maintained by Andy Teucher. Last updated 1 years ago.
2.40 score 6 scripts
chadgoymer
msgr:Extends Messages, Warnings and Errors by Adding Levels and Log Files
Provides new functions info(), warn() and error(), similar to message(), warning() and stop() respectively. However, the new functions can have a 'level' associated with them, so that when executed the global level option determines whether they are shown or not. This allows debug modes, outputting more information. The can also output all messages to a log file.
Maintained by Chad Goymer. Last updated 5 years ago.
1.70 score 1 scripts