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Tag: R

Data Science

basilisk – freeze Python dependencies

October 14, 2024 Steve Emms Programming, Scientific

basilisk provides a standardized mechanism for handling Python dependencies within Bioconductor packages.

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Development

pyRserve – library for connecting Python to R

October 13, 2024 Steve Emms Programming

pyRserve is a Python client for Rserve (network layer to remote R server).

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Development

PypeR – Python interface to R

October 11, 2024 Steve Emms Programming

PypeR provides a lightweight interface to use R in Python by pipe.

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Data Science

reticulate – R Interface to Python

October 10, 2024 Steve Emms Programming, Scientific

The reticulate package provides a comprehensive set of tools for interoperability between Python and R.

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Development

rpy2 – interface to use R from Python

October 9, 2024 Steve Emms Programming

rpy2 is an interface to R running embedded in a Python process.

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plotting-software

ggplot2 – data visualization package for the programming language R

November 9, 2023 Steve Emms Scientific

ggplot2 is a system for declaratively creating graphics, based on The Grammar of Graphics, the idea that you can build every graph from the same few components.

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Static Site Generators

Blogdown – powerful and customizable website output format for R Markdown

November 8, 2023 Eilidih Parris Web Apps

The goal of the blogdown package is to provide a powerful and customizable website output format for R Markdown.

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Static Site Generators

bookdown – R package to facilitate writing books

November 8, 2023 Eilidih Parris Web Apps

bookdown is an R package for authoring books and technical documents with R Markdown.

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Static Site Generators

rmarkdown – dynamic documents for R

November 8, 2023 Eilidih Parris Web Apps

The rmarkdown package helps you create dynamic analysis documents that combine code, rendered output (such as figures), and prose.

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Bioinformatics

Bioconductor – tools for the analysis and comprehension of high-throughput genomic data

October 17, 2023 Steve Emms Scientific

Bioconductor is a software project which provides tools for the analysis and comprehension of high-throughput genomic data.

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Natural Language Processing

tidytext – text mining using dplyr, ggplot2, and other tidy tools

October 17, 2023 Steve Emms Scientific

tidytext is text mining for word processing and sentiment analysis using ‘dplyr’, ‘ggplot2’, and other tidy tools.

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Natural Language Processing

quanteda – R package for Quantitative Analysis of Textual Data

October 17, 2023 Steve Emms Scientific

quanteda (Quantitative Analysis of Textual Data) is an R package for managing and analyzing text.

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Natural Language Processing

wordcloud – create attractive word clouds, visualize differences and similarity between documents

October 17, 2023 Steve Emms Scientific

wordcloud creates attractive word clouds, visualize differences and similarity between documents, and avoid over-plotting in scatter plots.

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Natural Language Processing

tm – Text Mining Infrastructure in R

October 17, 2023 Steve Emms Scientific

tm (shorthand for Text Mining Infrastructure in R) provides a framework for text mining applications within R.

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Natural Language Processing

stringi – fast and portable character string processing in R

October 17, 2023 Steve Emms Scientific

stringi is an R package for fast, portable, correct, consistent, and convenient string/text processing in any locale or character encoding.

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Natural Language Processing

stringr – string manipulation in R

October 17, 2023 Steve Emms Scientific

The stringr package provides a cohesive set of functions designed to make working with strings as easy as possible.

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Natural Language Processing

UDPipe – R package for Tokenization, Tagging, Lemmatization and Dependency Parsing

October 17, 2023 Steve Emms Scientific

UDPipe provides language-agnostic tokenization, tagging, lemmatization and dependency parsing of raw text.

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Natural Language Processing

Word Vectors – R package for building and exploring word embedding models

October 17, 2023 Steve Emms Scientific

Word Vectors is an R package for building and exploring word2vec and other word embedding models.

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Natural Language Processing

spacyr – R wrapper around the Python spaCy package

October 17, 2023 Steve Emms Scientific

spacyr provides a convenient R wrapper around the Python spaCy package.

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Development

RStudio – enterprise-ready professional software for R

October 16, 2023 Steve Emms GUI, Programming, Scientific

RStudio is an integrated development environment for R. RStudio combines an intuitive user interface with powerful coding tools.

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