Create compressed, interactive HTML (Hypertext Markup Language) reports with embedded Python code, custom JS ('JavaScript
') and CSS (Cascading Style Sheets), and wrappers for CanvasXpress
plots, networks and more. Based on <https://pypi.org/project/py-report-html/>, its sister project.
This package provides a graphical user interface to the IsoplotR
package for radiometric geochronology. The GUI runs in an internet browser and can either be used offline, or hosted on a server to provide online access to the IsoplotR
toolbox.
Compare microbial co-occurrence networks created from trans_network class of microeco package <https://github.com/ChiLiubio/microeco>
. This package is the extension of trans_network class of microeco package and especially useful when different networks are constructed and analyzed simultaneously.
This package provides a partialised class that extends the partialising function of purrr by making it easier to change the arguments. This is similar to the function-like object in Julia (<https://docs.julialang.org/en/v1/manual/methods/#Function-like-objects>).
Fast single trait Genome Wide Association Studies (GWAS) following the method described in Kang et al. (2010), <doi:10.1038/ng.548>. One of a series of statistical genetic packages for streamlining the analysis of typical plant breeding experiments developed by Biometris.
This package provides an interactive Kanban board widget for shiny applications. It allows users to manage tasks using a drag-and-drop interface and offers customizable styling options. shinykanban is ideal for project management, task tracking, and agile workflows within shiny apps.
Supplies AnnotationHub
with `LRbaseDb`
Ligand-Receptor annotation databases for many species. All the SQLite files are generated by our Snakemake workflow [lrbase-workflow](https://github.com/rikenbit/lrbase-workflow). For the details, see the README.md of lrbase-workflow.
Supplies AnnotationHub
with some preprocessed sqlite, tibble, and data.table datasets of PubMed
. All the datasets are generated by our Snakemake workflow [pubmed-workflow](https://github.com/rikenbit/pubmed-workflow). For the details, see the README.md of pubmed-workflow.
The package provides a bioimage dataset for the image analysis using machine learning and deep learning. The dataset includes microscopy imaging data with supervised labels. The data is provided as R list data that can be loaded to Keras/tensorflow in R.
GEOexplorer is a webserver and R/Bioconductor package and web application that enables users to perform gene expression analysis. The development of GEOexplorer was made possible because of the excellent code provided by GEO2R (https: //www.ncbi.nlm.nih.gov/geo/geo2r/).
This package provides long description of genes collected from the RefSeq
database. The text in "COMMENT" section started with "Summary" is extracted as the description of the gene. The long text descriptions can be used for analysis such as text mining.
Implementation of a model-based clustering algorithm for ranking data (C. Biernacki, J. Jacques (2013) <doi:10.1016/j.csda.2012.08.008>). Multivariate rankings as well as partial rankings are taken into account. This algorithm is based on an extension of the Insertion Sorting Rank (ISR) model for ranking data, which is a meaningful and effective model parametrized by a position parameter (the modal ranking, quoted by mu) and a dispersion parameter (quoted by pi). The heterogeneity of the rank population is modelled by a mixture of ISR, whereas conditional independence assumption is considered for multivariate rankings.
Visualizations to explain the results of a topological data analysis. The goal of topological data analysis is to identify persistent topological structures, such as loops (topological circles) and voids (topological spheres), in data sets. The output of an analysis using the TDA package is a Rips diagram (named after the mathematician Eliyahu Rips). The goal of RPointCloud
is to fill in these holes in the data by providing tools to visualize the features that help explain the structures found in the Rips diagram. See McGee
and colleagues (2024) <doi:10.1101/2024.05.16.593927>.
Create ASCII line graphs of a time series directly on your terminal in an easy way. There are some configurations you can add to make the plot the way you like. This project was inspired by the original asciichart package by Igor Kroitor.
This package provides a shiny app to discover cocktails. The app allows one to search for cocktails by ingredient, filter on rating, and number of ingredients. The package also contains data with the ingredients of nearly 26 thousand cocktails scraped from the web.
Support functions for R-based EQUAL-STATS software which automatically classifies the data and performs appropriate statistical tests. EQUAL-STATS software is a shiny application with an user-friendly interface to perform complex statistical analysis. Gurusamy,K (2024)<doi:10.5281/zenodo.13354162>.
Feature flags allow developers to turn features of their software on and off in form of configuration. This package provides functions for creating feature flags in code. It exposes an interface for defining own feature flags which are enabled based on custom criteria.
Clustering in metagenomics is the process of grouping of microbial contigs in species specific bins. This package contains functions that extract genomic features from metagenome data, find the number of clusters for that given data and find the best clustering algorithm for binning.
Multi-core replication function to make it easier to do fast Monte Carlo simulation. Based on the mcreplicate()
function from the rethinking package. The rethinking package requires installing rstan', which is onerous to install, while also not adding capabilities to this function.
Non-parametric methods as local normal regression, polynomial local regression and penalized cubic B-splines regression are used to estimate quantiles curves. See Fan and Gijbels (1996) <doi:10.1201/9780203748725> and Perperoglou et al.(2019) <doi:10.1186/s12874-019-0666-3>.
Estimate the four parameters of stable laws using maximum likelihood method, generalised method of moments with finite and continuum number of points, iterative Koutrouvelis regression and Kogon-McCulloch
method. The asymptotic properties of the estimators (covariance matrix, confidence intervals) are also provided.
Calculates graph theoretic scagnostics. Scagnostics describe various measures of interest for pairs of variables, based on their appearance on a scatterplot. They are useful tool for discovering interesting or unusual scatterplots from a scatterplot matrix, without having to look at every individual plot.
Create Shiny Apps with collapsible vertical panels. This package provides a new visual arrangement for elements on top of Shiny'. Use the expand and collapse capabilities to leverage web applications with many elements to focus the user attention on the panel of interest.
This package provides two classes extending data.table class. Simple tableList
class wraps data.table and any additional structures together. More complex tableMatrix
class combines data.table and matrix'. See <http://github.com/InferenceTechnologies/tableMatrix>
for more information and examples.