Showing 36 of total 36 results (show query)
johnbaums
hues:Distinct Colour Palettes Based on 'iwanthue'
Creating effective colour palettes for figures is challenging. This package generates and plot palettes of optimally distinct colours in perceptually uniform colour space, based on 'iwanthue' <http://tools.medialab.sciences-po.fr/iwanthue/>. This is done through k-means clustering of CIE Lab colour space, according to user-selected constraints on hue, chroma, and lightness.
Maintained by John Baumgartner. Last updated 5 years ago.
52.3 match 34 stars 5.46 score 170 scripts
cwickham
munsell:Utilities for Using Munsell Colours
Provides easy access to, and manipulation of, the Munsell colours. Provides a mapping between Munsell's original notation (e.g. "5R 5/10") and hexadecimal strings suitable for use directly in R graphics. Also provides utilities to explore slices through the Munsell colour tree, to transform Munsell colours and display colour palettes.
Maintained by Charlotte Wickham. Last updated 12 months ago.
11.5 match 110 stars 13.94 score 179 scripts 7.9k dependents
ncss-tech
aqp:Algorithms for Quantitative Pedology
The Algorithms for Quantitative Pedology (AQP) project was started in 2009 to organize a loosely-related set of concepts and source code on the topic of soil profile visualization, aggregation, and classification into this package (aqp). Over the past 8 years, the project has grown into a suite of related R packages that enhance and simplify the quantitative analysis of soil profile data. Central to the AQP project is a new vocabulary of specialized functions and data structures that can accommodate the inherent complexity of soil profile information; freeing the scientist to focus on ideas rather than boilerplate data processing tasks <doi:10.1016/j.cageo.2012.10.020>. These functions and data structures have been extensively tested and documented, applied to projects involving hundreds of thousands of soil profiles, and deeply integrated into widely used tools such as SoilWeb <https://casoilresource.lawr.ucdavis.edu/soilweb-apps>. Components of the AQP project (aqp, soilDB, sharpshootR, soilReports packages) serve an important role in routine data analysis within the USDA-NRCS Soil Science Division. The AQP suite of R packages offer a convenient platform for bridging the gap between pedometric theory and practice.
Maintained by Dylan Beaudette. Last updated 1 months ago.
digital-soil-mappingncss-technrcspedologypedometricssoilsoil-surveyusda
10.7 match 55 stars 11.90 score 1.2k scripts 2 dependents
glenndavis52
colorscience:Color Science Methods and Data
Methods and data for color science - color conversions by observer, illuminant, and gamma. Color matching functions and chromaticity diagrams. Color indices, color differences, and spectral data conversion/analysis. This package is deprecated and will someday be removed; for reasons and details please see the README file.
Maintained by Glenn Davis. Last updated 11 months ago.
28.9 match 4 stars 3.93 score 214 scripts
eagerai
fastai:Interface to 'fastai'
The 'fastai' <https://docs.fast.ai/index.html> library simplifies training fast and accurate neural networks using modern best practices. It is based on research in to deep learning best practices undertaken at 'fast.ai', including 'out of the box' support for vision, text, tabular, audio, time series, and collaborative filtering models.
Maintained by Turgut Abdullayev. Last updated 11 months ago.
audiocollaborative-filteringdarknetdarknet-image-classificationfastaimedicalobject-detectiontabulartextvision
6.6 match 118 stars 9.40 score 76 scripts
giocomai
huecontroller:Control Philips Hue lights using the R programming language
Control Philips Hue lights using the R programming language
Maintained by Giorgio Comai. Last updated 1 years ago.
27.4 match 1.70 scoreglenndavis52
munsellinterpol:Interpolate Munsell Renotation Data from Hue Value/Chroma to CIE/RGB
Methods for interpolating data in the Munsell color system following the ASTM D-1535 standard. Hues and chromas with decimal values can be interpolated and converted to/from the Munsell color system and CIE xyY, CIE XYZ, CIE Lab, CIE Luv, or RGB. Includes ISCC-NBS color block lookup. Based on the work by Paul Centore, "The Munsell and Kubelka-Munk Toolbox".
Maintained by Glenn Davis. Last updated 2 months ago.
9.9 match 2 stars 4.31 score 43 scripts 2 dependents
r-lib
scales:Scale Functions for Visualization
Graphical scales map data to aesthetics, and provide methods for automatically determining breaks and labels for axes and legends.
Maintained by Thomas Lin Pedersen. Last updated 5 months ago.
2.0 match 419 stars 19.88 score 88k scripts 7.9k dependents
jonclayden
shades:Simple Colour Manipulation
Functions for easily manipulating colours, creating colour scales and calculating colour distances.
Maintained by Jon Clayden. Last updated 5 months ago.
colorcolor-manipulationcolourcolour-manipulationcolour-spaces
3.3 match 83 stars 9.58 score 178 scripts 37 dependents
prof-thiagooliveira
lcc:Longitudinal Concordance Correlation
Estimates the longitudinal concordance correlation to access the longitudinal agreement profile. The estimation approach implemented is variance components approach based on polynomial mixed effects regression model, as proposed by Oliveira, Hinde and Zocchi (2018) <doi:10.1007/s13253-018-0321-1>. In addition, non-parametric confidence intervals were implemented using percentile method or normal-approximation based on Fisher Z-transformation.
Maintained by Thiago de Paula Oliveira. Last updated 1 years ago.
11.2 match 2.70 score 7 scripts
bioc
HicAggR:Set of 3D genomic interaction analysis tools
This package provides a set of functions useful in the analysis of 3D genomic interactions. It includes the import of standard HiC data formats into R and HiC normalisation procedures. The main objective of this package is to improve the visualization and quantification of the analysis of HiC contacts through aggregation. The package allows to import 1D genomics data, such as peaks from ATACSeq, ChIPSeq, to create potential couples between features of interest under user-defined parameters such as distance between pairs of features of interest. It allows then the extraction of contact values from the HiC data for these couples and to perform Aggregated Peak Analysis (APA) for visualization, but also to compare normalized contact values between conditions. Overall the package allows to integrate 1D genomics data with 3D genomics data, providing an easy access to HiC contact values.
Maintained by Olivier Cuvier. Last updated 5 months ago.
softwarehicdataimportdatarepresentationnormalizationvisualizationdna3dstructureatacseqchipseqdnaseseqrnaseq
5.6 match 4.90 score 3 scripts
rjake
simplecolors:Access Color Names Using a Standardized Nomenclature
A curated set of colors that are called using a standardized syntax: saturation + hue + lightness. For example, "brightblue4" and "mutedred2". Functions exists to return individual colors by name or to build palettes across or within hues. Most functions allow you to visualize the palettes in addition to returning the desired hex codes.
Maintained by Jake Riley. Last updated 2 years ago.
4.4 match 14 stars 5.78 score 87 scripts
rstudio
keras3:R Interface to 'Keras'
Interface to 'Keras' <https://keras.io>, a high-level neural networks API. 'Keras' was developed with a focus on enabling fast experimentation, supports both convolution based networks and recurrent networks (as well as combinations of the two), and runs seamlessly on both CPU and GPU devices.
Maintained by Tomasz Kalinowski. Last updated 3 days ago.
1.8 match 845 stars 13.60 score 264 scripts 2 dependents
epijim
notifyme:Send Alerts to your Cellphone and Phillips Hue Lights
Functions to flash your hue lights, or text yourself, from R. Designed to be used with long running scripts.
Maintained by James Black. Last updated 8 years ago.
8.7 match 1 stars 2.70 score 7 scripts
emilhvitfeldt
prismatic:Color Manipulation Tools
Manipulate and visualize colors in a intuitive, low-dependency and functional way.
Maintained by Emil Hvitfeldt. Last updated 4 months ago.
1.8 match 138 stars 11.69 score 428 scripts 30 dependents
shotaochi
imagerExtra:Extra Image Processing Library Based on 'imager'
Provides advanced functions for image processing based on the package 'imager'.
Maintained by Shota Ochi. Last updated 2 years ago.
3.8 match 11 stars 5.22 score
mlverse
torchvision:Models, Datasets and Transformations for Images
Provides access to datasets, models and preprocessing facilities for deep learning with images. Integrates seamlessly with the 'torch' package and it's 'API' borrows heavily from 'PyTorch' vision package.
Maintained by Daniel Falbel. Last updated 6 months ago.
2.0 match 65 stars 9.74 score 313 scripts 6 dependentsncss-tech
sharpshootR:A Soil Survey Toolkit
A collection of data processing, visualization, and export functions to support soil survey operations. Many of the functions build on the `SoilProfileCollection` S4 class provided by the aqp package, extending baseline visualization to more elaborate depictions in the context of spatial and taxonomic data. While this package is primarily developed by and for the USDA-NRCS, in support of the National Cooperative Soil Survey, the authors strive for generalization sufficient to support any soil survey operation. Many of the included functions are used by the SoilWeb suite of websites and movile applications. These functions are provided here, with additional documentation, to enable others to replicate high quality versions of these figures for their own purposes.
Maintained by Dylan Beaudette. Last updated 16 days ago.
2.0 match 18 stars 8.37 score 327 scripts
mstrimas
colorist:Coloring Wildlife Distributions in Space-Time
Color and visualize wildlife distributions in space-time using raster data. In addition to enabling display of sequential change in distributions through the use of small multiples, 'colorist' provides functions for extracting several features of interest from a sequence of distributions and for visualizing those features using HCL (hue-chroma-luminance) color palettes. Resulting maps allow for "fair" visual comparison of intensity values (e.g., occurrence, abundance, or density) across space and time and can be used to address questions about where, when, and how consistently a species, group, or individual is likely to be found.
Maintained by Matthew Strimas-Mackey. Last updated 11 months ago.
2.8 match 14 stars 5.60 score 19 scripts
animint
animint2:Animated Interactive Grammar of Graphics
Functions are provided for defining animated, interactive data visualizations in R code, and rendering on a web page. The 2018 Journal of Computational and Graphical Statistics paper, <doi:10.1080/10618600.2018.1513367> describes the concepts implemented.
Maintained by Toby Hocking. Last updated 1 months ago.
1.8 match 64 stars 8.84 score 173 scripts
mlr-org
mlr3torch:Deep Learning with 'mlr3'
Deep Learning library that extends the mlr3 framework by building upon the 'torch' package. It allows to conveniently build, train, and evaluate deep learning models without having to worry about low level details. Custom architectures can be created using the graph language defined in 'mlr3pipelines'.
Maintained by Sebastian Fischer. Last updated 1 months ago.
data-sciencedeep-learningmachine-learningmlr3torch
2.0 match 42 stars 7.63 score 78 scripts
david-barnett
hueR:Create Grouped Palettes from Hue values
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Maintained by David Barnett. Last updated 3 years ago.
6.5 match 2 stars 2.00 score
dgerbing
lessR:Less Code, More Results
Each function replaces multiple standard R functions. For example, two function calls, Read() and CountAll(), generate summary statistics for all variables in the data frame, plus histograms and bar charts as appropriate. Other functions provide for summary statistics via pivot tables, a comprehensive regression analysis, ANOVA and t-test, visualizations including the Violin/Box/Scatter plot for a numerical variable, bar chart, histogram, box plot, density curves, calibrated power curve, reading multiple data formats with the same function call, variable labels, time series with aggregation and forecasting, color themes, and Trellis (facet) graphics. Also includes a confirmatory factor analysis of multiple indicator measurement models, pedagogical routines for data simulation such as for the Central Limit Theorem, generation and rendering of regression instructions for interpretative output, and interactive visualizations.
Maintained by David W. Gerbing. Last updated 4 days ago.
1.7 match 6 stars 7.42 score 394 scripts 3 dependents
stephenturner
Tmisc:Turner Miscellaneous
Miscellaneous utility functions for data manipulation, data tidying, and working with gene expression data and biological sequence data.
Maintained by Stephen Turner. Last updated 11 months ago.
1.9 match 2 stars 5.44 score 174 scripts 1 dependents
jmw86069
jamba:Just Analysis Methods Base
Just analysis methods ('jam') base functions focused on bioinformatics. Version- and gene-centric alphanumeric sort, unique name and version assignment, colorized console and 'HTML' output, color ramp and palette manipulation, 'Rmarkdown' cache import, styled 'Excel' worksheet import and export, interpolated raster output from smooth scatter and image plots, list to delimited vector, efficient list tools.
Maintained by James M. Ward. Last updated 13 days ago.
1.9 match 6 stars 5.43 score
lter
lterpalettefinder:Extract Color Palettes from Photos and Pick Official LTER Palettes
Allows identification of palettes derived from LTER (Long Term Ecological Research) photographs based on user criteria. Also facilitates extraction of palettes from users' photos directly.
Maintained by Nicholas J Lyon. Last updated 2 years ago.
color-palette-generatordata-science
1.8 match 27 stars 5.43 score 7 scripts
ralmond
CPTtools:Tools for Creating Conditional Probability Tables
Provides support parameterized tables for Bayesian networks, particularly the IRT-like DiBello tables. Also, provides some tools for visualing the networks.
Maintained by Russell Almond. Last updated 3 months ago.
1.8 match 1 stars 5.05 score 21 scripts 4 dependents
cran
PUPMCR:Image-Based Identification of Color Based on Rayner (1970) Terminology and Known Fungal Pigments
Image-based color matching using the "Mycological Colour Chart" by Rayner (1970, ISBN:9780851980263) and its associated fungal pigments. This package will assist mycologists in identifying color during morphological analysis.
Maintained by Chester Deocaris. Last updated 1 years ago.
9.0 match 1.00 score
matt-dray
dehex:Learn to Roughly Assess Colour Hex Codes By Eye
Follow David DeSandro's method to quickly generate a rough colour name (e.g. 'light washed yellow') by looking only at its hex code (e.g. #F2D359). Contains standalone functions and a Shiny app for learning the process interactively.
Maintained by Matt Dray. Last updated 3 years ago.
1.7 match 30 stars 3.18 score 1 scripts
bsandel
painter:Creation and Manipulation of Color Palettes
Functions for creating color palettes, visualizing palettes, modifying colors, and assigning colors for plotting.
Maintained by Brody Sandel. Last updated 7 years ago.
5.1 match 1.00 score 9 scripts
jakelawlor
PNWColors:Color Palettes Inspired by Nature in the US Pacific Northwest
PNW-Inspired Palettes for 'R' data visualizations. Palettes are variable in length and checked for colorblind accessibility from hue, saturation, and lightness value scaling using the 'Chroma.js Color Palette Helper' <https://gka.github.io/palettes/>.
Maintained by Jake Lawlor. Last updated 3 years ago.
0.5 match 256 stars 7.73 score 694 scripts 2 dependentscran
CVD:Color Vision Deficiencies
Methods for color vision deficiencies (CVD), to help understanding and mitigating issues with CVDs and to generate tests for diagnosis and interpretation.
Maintained by Jose Gama. Last updated 8 years ago.
1.7 match 1.78 score
stla
colorsGen:Generation of Random Colors
Generation of random colors, possibly with a given hue or a given luminosity. This is a port of the JavaScript library 'randomColor' <https://randomcolor.lllllllllllllllll.com/>.
Maintained by Stéphane Laurent. Last updated 1 years ago.
0.5 match 3.88 score 5 dependents
rogiersbart
spectralscale:A consistent set of Spectral-based palettes and scales
This package provides a consistent set of palettes, all based on the ColorBrewer Spectral palette, as approximated in hcl space by the recent colorspace package. The different palettes and corresponding ggplot2 scales should be able to handle most use cases for continuous and discrete scales, including sequential, diverging and qualitative palettes, with single or double hue gradients. Moreover, they all have been checked with respect to the different types of CVD, and should behave reasonably well for most people.
Maintained by Bart Rogiers. Last updated 5 years ago.
0.5 match 3.00 score 1 scripts