Package projector. February 27, 2018
|
|
- Lillian York
- 6 years ago
- Views:
Transcription
1 Package projector February 27, 2018 Title Project Dense Vectors Representation of Texts on a 2D Plan Version Date Maintainer Michaël Benesty <michael@benesty.fr> Display dense vector representation of texts on a 2D plan to better understand embeddings by observing the neighbors of a selected text. It also includes an interactive application to change dynamically the pivot text. URL BugReports Depends R (>= 3.4) Imports methods, RcppAnnoy (>= ), Rtsne, RColorBrewer, dbscan, plotly, assertthat, shiny, shinythemes, shinyjs Suggests knitr, testthat, fastrtext, covr License MIT + file LICENSE Encoding UTF-8 LazyData true RoxygenNote NeedsCompilation no Author Michaël Benesty [aut, cre, cph] Repository CRAN Date/Publication :11:58 UTC R topics documented: get_annoy_model interactive_embedding_exploration load_annoy_model plot_texts retrieve_neighbors save_annoy_model
2 2 interactive_embedding_exploration Index 7 get_annoy_model Build Annoy model RcppAnnoy model is used to retrieve the most similar vectors to a pivot one. This function builds the RcppAnnoy model. get_annoy_model(vectors, number_trees) vectors number_trees matrix where each row is an observation. rownames should contain textual versions of the vectors. integer counting the number of trees to grow in Annoy (for neighbor search). More gives better results but is slower to compute. if (interactive()){ word_embeddings <- get_word_vectors(model, words = head(get_dictionary(model), 2e5)) interactive_embedding_exploration Interactive exploration of embeddings Shiny application to interactively play with embeddings. User provides a pivot word and the n most similar word are projected on a scatter plot.
3 load_annoy_model 3 interactive_embedding_exploration(annoy_model, default_number_neighbors = 100, default_number_rounds = 500, default_perplexity = 30) annoy_model RcppAnnoy model generated with get_annoy_model default_number_neighbors set the number of neighbors slider to this value default_number_rounds set the number of T-SNE rounds slider to this value default_perplexity set the T-SNE perplexity slider to this value Details For large list of texts, the auto-complete can be slow. Increasing the number of neighbors can make things very slow, in particular with T-SNE approach. 500 neighbors is usually a good value to have an understanding of the neighborhood of a vector. Colors in the scatter plot represents clusters found by dbscan. if(interactive()){ word_embeddings <- get_word_vectors(model, words = head(get_dictionary(model), 2e5)) interactive_embedding_exploration(annoy_model) load_annoy_model Load RcppAnnoy model
4 4 plot_texts Load the content of the model from two files: the RcppAnnoy model the dictionary (character containing texts) load_annoy_model(path_annoy, path_dictionary) path_annoy path to the RcppAnnoy model path_dictionary path to the dictionary (character containing texts) plot_texts Plot vectors on a 2D plan Plot the text on an interactive scatter plot. plot_texts(coordinates, min_cluster_size = 5) coordinates data.frame containing 2D coordinates of texts. min_cluster_size integer corresponding to the minimum size of a vector (for the colors). if(interactive()){ word_embeddings <- get_word_vectors(model, words = head(get_dictionary(model), 2e5))
5 retrieve_neighbors 5 selected_word <- "out" df <- retrieve_neighbors(text = selected_word, projection_type = "tsne", annoy_model = annoy_model, n = 1000) plot_texts(df, 3) retrieve_neighbors Retrieve a list of neighbor vectors Use RcppAnnoy to rapidly retrieve a list of vector neighbors. retrieve_neighbors(text, projection_type, annoy_model, n, search_k = max(10000, 10 * n), center_pivot = TRUE,...) text character containing the text related to the pivot vector projection_type character defining the algorithm to use to compute the coordinates. (tsne or pca) annoy_model n search_k center_pivot RcppAnnoy model number of neighbors to retrieve number of nodes to search in (RcppAnnoy parameter). Higher = ++precision & speed put pivot text in the middle of the graph... parameters passed to projection algorithm (max_iter, perplexity, verbose, transformations) Details Transform original vectors in 2D coordinates applying either: PCA T-SNE.
6 6 save_annoy_model if (interactive()){ word_embeddings <- get_word_vectors(model, words = head(get_dictionary(model), 2e5)) selected_word <- "out" df <- retrieve_neighbors(text = selected_word, projection_type = "tsne", annoy_model = annoy_model, n = 1000) save_annoy_model Save RcppAnnoy model Save the content of the model in two files: the RcppAnnoy model the dictionary (character containing texts) save_annoy_model(annoy_model, path_annoy, path_dictionary) annoy_model RcppAnnoy model path_annoy path for the RcppAnnoy model path_dictionary path for the dictionary (character containing texts)
7 Index character, 4 6 data.frame, 4 dbscan, 3 get_annoy_model, 2, 3 integer, 2, 4 interactive_embedding_exploration, 2 load_annoy_model, 3 matrix, 2 plot_texts, 4 RcppAnnoy, 2 6 retrieve_neighbors, 5 rownames, 2 save_annoy_model, 6 7
Package cattonum. R topics documented: May 2, Type Package Version Title Encode Categorical Features
Type Package Version 0.0.2 Title Encode Categorical Features Package cattonum May 2, 2018 Functions for dummy encoding, frequency encoding, label encoding, leave-one-out encoding, mean encoding, median
More informationPackage spark. July 21, 2017
Title 'Sparklines' in the 'R' Terminal Version 2.0.0 Author Gábor Csárdi Package spark July 21, 2017 Maintainer Gábor Csárdi A 'sparkline' is a line chart, without axes and labels.
More informationPackage Rtsne. April 14, 2017
Type Package Package Rtsne April 14, 2017 Title T-Distributed Stochastic Neighbor Embedding using a Barnes-Hut Implementation Version 0.13 Description An R wrapper around the fast T-distributed Stochastic
More informationPackage fastdummies. January 8, 2018
Type Package Package fastdummies January 8, 2018 Title Fast Creation of Dummy (Binary) Columns and Rows from Categorical Variables Version 1.0.0 Description Creates dummy columns from columns that have
More informationPackage messaging. May 27, 2018
Type Package Package messaging May 27, 2018 Title Conveniently Issue Messages, Warnings, and Errors Version 0.1.0 Description Provides tools for creating and issuing nicely-formatted text within R diagnostic
More informationPackage canvasxpress
Version 1.18.2 Package canvasxpress Title Visualization Package for CanvasXpress in R January 19, 2018 Enables creation of visualizations using the CanvasXpress framework in R. CanvasXpress is a standalone
More informationPackage fastrtext. December 10, 2017
Type Package Package fastrtext December 10, 2017 Title 'fasttext' Wrapper for Text Classification and Word Representation Version 0.2.4 Date 2017-12-09 Maintainer Michaël Benesty Learning
More informationPackage regexselect. R topics documented: September 22, Version Date Title Regular Expressions in 'shiny' Select Lists
Version 1.0.0 Date 2017-09-22 Title Regular Expressions in 'shiny' Select Lists Package regexselect September 22, 2017 Description 'shiny' extension that adds regular expression filtering capabilities
More informationPackage kdtools. April 26, 2018
Type Package Package kdtools April 26, 2018 Title Tools for Working with Multidimensional Data Version 0.3.1 Provides various tools for working with multidimensional data in R and C++, including etremely
More informationPackage semver. January 6, 2017
Type Package Title 'Semantic Versioning V2.0.0' Parser Version 0.2.0 Package semver January 6, 2017 Tools and functions for parsing, rendering and operating on semantic version strings. Semantic versioning
More informationPackage humanize. R topics documented: April 4, Version Title Create Values for Human Consumption
Version 0.2.0 Title Create s for Human Consumption Package humanize April 4, 2018 An almost direct port of the 'python' 'humanize' package . This package contains utilities
More informationPackage geojsonsf. R topics documented: January 11, Type Package Title GeoJSON to Simple Feature Converter Version 1.3.
Type Package Title GeoJSON to Simple Feature Converter Version 1.3.0 Date 2019-01-11 Package geojsonsf January 11, 2019 Converts Between GeoJSON and simple feature objects. License GPL-3 Encoding UTF-8
More informationPackage repec. August 31, 2018
Type Package Title Access RePEc Data Through API Version 0.1.0 Package repec August 31, 2018 Utilities for accessing RePEc (Research Papers in Economics) through a RESTful API. You can request a and get
More informationPackage ECctmc. May 1, 2018
Type Package Package ECctmc May 1, 2018 Title Simulation from Endpoint-Conditioned Continuous Time Markov Chains Version 0.2.5 Date 2018-04-30 URL https://github.com/fintzij/ecctmc BugReports https://github.com/fintzij/ecctmc/issues
More informationPackage knitrprogressbar
Type Package Title Provides Progress Bars in 'knitr' Version 1.1.0 Package knitrprogressbar February 20, 2018 Provides a progress bar similar to 'dplyr' that can write progress out to a variety of locations,
More informationPackage validara. October 19, 2017
Type Package Title Validate Brazilian Administrative Registers Version 0.1.1 Package validara October 19, 2017 Maintainer Gustavo Coelho Contains functions to validate administrative
More informationPackage datasets.load
Title Interface for Loading Datasets Version 0.1.0 Package datasets.load December 14, 2016 Visual interface for loading datasets in RStudio from insted (unloaded) s. Depends R (>= 3.0.0) Imports shiny,
More informationPackage slickr. March 6, 2018
Version 0.2.4 Date 2018-01-17 Package slickr March 6, 2018 Title Create Interactive Carousels with the JavaScript 'Slick' Library Create and customize interactive carousels using the 'Slick' JavaScript
More informationPackage farver. November 20, 2018
Type Package Package farver November 20, 2018 Title Vectorised Colour Conversion and Comparison Version 1.1.0 Date 2018-11-20 Maintainer Thomas Lin Pedersen The encoding of colour
More informationPackage spelling. December 18, 2017
Title Tools for Spell Checking in R Version 1.1 Package spelling December 18, 2017 Spell checking common document formats including latex, markdown, manual pages, and description files. Includes utilities
More informationPackage SEMrushR. November 3, 2018
Type Package Title R Interface to Access the 'SEMrush' API Version 0.1.0 Package SEMrushR November 3, 2018 Implements methods for querying SEO (Search Engine Optimization) and SEM (Search Engine Marketing)
More informationPackage dkanr. July 12, 2018
Title Client for the 'DKAN' API Version 0.1.2 Package dkanr July 12, 2018 Provides functions to facilitate access to the 'DKAN' API (), including
More informationPackage barcoder. October 26, 2018
Package barcoder October 26, 2018 Title Labelling, Tracking, and Collecting Data from Biological Samples Version 0.1.0 Maintainer Robert Colautti Tools to generate unique identifiers
More informationPackage bigreadr. R topics documented: August 13, Version Date Title Read Large Text Files
Version 0.1.3 Date 2018-08-12 Title Read Large Text Files Package bigreadr August 13, 2018 Read large text s by splitting them in smaller s. License GPL-3 Encoding UTF-8 LazyData true ByteCompile true
More informationPackage jstree. October 24, 2017
Package jstree October 24, 2017 Title Create Interactive Trees with the 'jquery' 'jstree' Plugin Version 1.0.1 Date 2017-10-23 Maintainer Jonathan Sidi Create and customize interactive
More informationPackage nngeo. September 29, 2018
Type Package Title k-nearest Neighbor Join for Spatial Data Version 0.2.2 Package nngeo September 29, 2018 K-nearest neighbor search for projected and non-projected 'sf' spatial layers. Nearest neighbor
More informationPackage ggextra. April 4, 2018
Package ggextra April 4, 2018 Title Add Marginal Histograms to 'ggplot2', and More 'ggplot2' Enhancements Version 0.8 Collection of functions and layers to enhance 'ggplot2'. The flagship function is 'ggmarginal()',
More informationPackage geogrid. August 19, 2018
Package geogrid August 19, 2018 Title Turn Geospatial Polygons into Regular or Hexagonal Grids Version 0.1.0.1 Turn irregular polygons (such as geographical regions) into regular or hexagonal grids. This
More informationPackage mdftracks. February 6, 2017
Type Package Title Read and Write 'MTrackJ Data Files' Version 0.2.0 Package mdftracks February 6, 2017 'MTrackJ' is an 'ImageJ' plugin for motion tracking and analysis (see ).
More informationPackage deductive. June 2, 2017
Package deductive June 2, 2017 Maintainer Mark van der Loo License GPL-3 Title Data Correction and Imputation Using Deductive Methods LazyData no Type Package LazyLoad yes Attempt
More informationPackage wrswor. R topics documented: February 2, Type Package
Type Package Package wrswor February 2, 2018 Title Weighted Random Sampling without Replacement Version 1.1 Date 2018-02-02 Description A collection of implementations of classical and novel algorithms
More informationPackage gtrendsr. October 19, 2017
Type Package Title Perform and Display Google Trends Queries Version 1.4.0 Date 2017-10-19 Package gtrendsr October 19, 2017 An interface for retrieving and displaying the information returned online by
More informationPackage dbx. July 5, 2018
Type Package Title A Fast, Easy-to-Use Database Interface Version 0.1.0 Date 2018-07-05 Package dbx July 5, 2018 Provides select, insert, update, upsert, and delete database operations. Supports 'PostgreSQL',
More informationPackage calpassapi. August 25, 2018
Title R Interface to Access CalPASS API Version 0.0.1 Package calpassapi August 25, 2018 Description Implements methods for querying data from CalPASS using its API. CalPASS Plus. MMAP API V1. .
More informationPackage jpmesh. December 4, 2017
Type Package Title Utilities for Japanese Mesh Code Version 1.0.1 Package jpmesh December 4, 2017 Maintainer Shinya Uryu Helpful functions for using mesh code (80km to 125m) data
More informationPackage weco. May 4, 2018
Package weco May 4, 2018 Title Western Electric Company Rules (WECO) for Shewhart Control Chart Version 1.2 Author Chenguang Wang [aut, cre], Lingmin Zeng [aut], Zheyu Wang [aut], Wei Zhao1 [aut], Harry
More informationPackage robotstxt. November 12, 2017
Date 2017-11-12 Type Package Package robotstxt November 12, 2017 Title A 'robots.txt' Parser and 'Webbot'/'Spider'/'Crawler' Permissions Checker Version 0.5.2 Provides functions to download and parse 'robots.txt'
More informationPackage clipr. June 23, 2018
Type Package Title Read and Write from the System Clipboard Version 0.4.1 Package clipr June 23, 2018 Simple utility functions to read from and write to the Windows, OS X, and X11 clipboards. Imports utils
More informationPackage bisect. April 16, 2018
Package bisect April 16, 2018 Title Estimating Cell Type Composition from Methylation Sequencing Data Version 0.9.0 Maintainer Eyal Fisher Author Eyal Fisher [aut, cre] An implementation
More informationPackage xroi. February 13, 2019
Package xroi February 13, 2019 Title Delineate Region of Interests (ROI's) and Extract Time-Series Data from Digital Repeat Photography Images Version 0.9.13 Date 2019-02-12 Author Bijan Seyednasrollah,
More informationPackage triebeard. August 29, 2016
Type Package Title 'Radix' Trees in 'Rcpp' Version 0.3.0 Package beard August 29, 2016 Author Oliver Keyes [aut, cre], Drew Schmidt [aut], Yuuki Takano [cph] Maintainer Oliver Keyes
More informationPackage ggimage. R topics documented: December 5, Title Use Image in 'ggplot2' Version 0.1.0
Title Use Image in 'ggplot2' Version 0.1.0 Package ggimage December 5, 2017 Supports image files and graphic objects to be visualized in 'ggplot2' graphic system. Depends R (>= 3.3.0), ggplot2 Imports
More informationPackage fitbitscraper
Title Scrapes Data from Fitbit Version 0.1.8 Package fitbitscraper April 14, 2017 Author Cory Nissen [aut, cre] Maintainer Cory Nissen Scrapes data from Fitbit
More informationPackage data.world. April 5, 2018
Package data.world April 5, 2018 Title Functions and Add-Ins for Working with 'data.world' Data Sets and Projects Version 1.2.2 High-level tools for working with 'data.world' data sets. 'data.world' is
More informationPackage kirby21.base
Type Package Package kirby21.base October 11, 2017 Title Example Data from the Multi-Modal MRI 'Reproducibility' Resource Version 1.6.0 Date 2017-10-10 Author John Muschelli Maintainer
More informationPackage crossword.r. January 19, 2018
Date 2018-01-13 Type Package Title Generating s from Word Lists Version 0.3.5 Author Peter Meissner Package crossword.r January 19, 2018 Maintainer Peter Meissner Generate crosswords
More informationPackage available. November 17, 2017
Package available November 17, 2017 Title Check if the Title of a Package is Available, Appropriate and Interesting Version 1.0.0 Check if a given package is available to use. It checks the 's validity.
More informationPackage docxtools. July 6, 2018
Title Tools for R Markdown to Docx Documents Version 0.2.0 Language en-us Package docxtools July 6, 2018 A set of helper functions for using R Markdown to create documents in docx format, especially documents
More informationPackage qualmap. R topics documented: September 12, Type Package
Type Package Package qualmap September 12, 2018 Title Opinionated Approach for Digitizing Semi-Structured Qualitative GIS Data Version 0.1.1 Provides a set of functions for taking qualitative GIS data,
More informationPackage IATScore. January 10, 2018
Package IATScore January 10, 2018 Type Package Title Scoring Algorithm for the Implicit Association Test (IAT) Version 0.1.1 Author Daniel Storage [aut, cre] Maintainer Daniel Storage
More informationPackage pwrab. R topics documented: June 6, Type Package Title Power Analysis for AB Testing Version 0.1.0
Type Package Title Power Analysis for AB Testing Version 0.1.0 Package pwrab June 6, 2017 Maintainer William Cha Power analysis for AB testing. The calculations are based
More informationPackage ggimage. R topics documented: November 1, Title Use Image in 'ggplot2' Version 0.0.7
Title Use Image in 'ggplot2' Version 0.0.7 Package ggimage November 1, 2017 Supports image files and graphic objects to be visualized in 'ggplot2' graphic system. Depends R (>= 3.3.0), ggplot2 Imports
More informationPackage collapsibletree
Type Package Package collapsibletree September 23, 2017 Title Interactive Collapsible Tree Diagrams using 'D3.js' Version 0.1.6 Maintainer Adeel Khan Description Interactive Reingold-Tilford
More informationPackage wdman. January 23, 2017
Type Package Title 'Webdriver'/'Selenium' Binary Manager Version 0.2.2 Package wdman January 23, 2017 There are a number of binary files associated with the 'Webdriver'/'Selenium' project (see ,
More informationPackage rsppfp. November 20, 2018
Package rsppfp November 20, 2018 Title R's Shortest Path Problem with Forbidden Subpaths Version 1.0.3 Maintainer Melina Vidoni An implementation of functionalities
More informationPackage densityclust
Type Package Package densityclust October 24, 2017 Title Clustering by Fast Search and Find of Density Peaks Version 0.3 Date 2017-10-24 Maintainer Thomas Lin Pedersen An improved
More informationPackage facerec. May 14, 2018
Package facerec Type Package Title An Interface for Face Recognition Version 0.1.0 Date 2018-05-14 May 14, 2018 URL https://github.com/methodds/facerec BugReports https://github.com/methodds/facerec/issues
More informationPackage vinereg. August 10, 2018
Type Package Title D-Vine Quantile Regression Version 0.5.0 Package vinereg August 10, 2018 Maintainer Thomas Nagler Description Implements D-vine quantile regression models with parametric
More informationPackage condusco. November 8, 2017
Type Package Package condusco November 8, 2017 Title Query-Driven Pipeline Execution and Query Templates Version 0.1.0 Author Roland Stevenson Maintainer Roland Stevenson Description
More informationPackage embed. November 19, 2018
Version 0.0.2 Package embed November 19, 2018 Title Extra Recipes for Encoding Categorical Predictors Description Factor predictors can be converted to one or more numeric representations using simple
More informationPackage balance. October 12, 2018
Title Visualize Balances of Compositional Data Version 0.1.6 URL http://github.com/tpq/balance Package balance October 12, 2018 BugReports http://github.com/tpq/balance/issues Balances have become a cornerstone
More informationPackage autocogs. September 22, Title Automatic Cognostic Summaries Version 0.1.1
Title Automatic Cognostic Summaries Version 0.1.1 Package autocogs September 22, 2018 Automatically calculates cognostic groups for plot objects and list column plot objects. Results are returned in a
More informationPackage githubinstall
Type Package Version 0.2.2 Package githubinstall February 18, 2018 Title A Helpful Way to Install R Packages Hosted on GitHub Provides an helpful way to install packages hosted on GitHub. URL https://github.com/hoxo-m/githubinstall
More informationPackage raker. October 10, 2017
Title Easy Spatial Microsimulation (Raking) in R Version 0.2.1 Date 2017-10-10 Package raker October 10, 2017 Functions for performing spatial microsimulation ('raking') in R. Depends R (>= 3.4.0) License
More informationPackage sfdct. August 29, 2017
Package sfdct August 29, 2017 Title Constrained Triangulation for Simple Features Version 0.0.4 Build a constrained 'Delaunay' triangulation from simple features objects, applying constraints based on
More informationPackage modmarg. R topics documented:
Package modmarg February 1, 2018 Title Calculating Marginal Effects and Levels with Errors Version 0.9.2 Calculate predicted levels and marginal effects, using the delta method to calculate standard errors.
More informationPackage sigmanet. April 23, 2018
Title Render Graphs Using 'Sigma.js' Version 1.1.0 Maintainer Ian Kloo URL https://github.com/iankloo/manet Package manet April 23, 2018 BugReports https://github.com/iankloo/manet/issues
More informationPackage tidytransit. March 4, 2019
Type Package Package tidytransit March 4, 2019 Title Read, Validate, Analyze, and Map Files in the General Transit Feed Specification Version 0.3.8 Read General Transit Feed Specification (GTFS) zipfiles
More informationPackage gggenes. R topics documented: November 7, Title Draw Gene Arrow Maps in 'ggplot2' Version 0.3.2
Title Draw Gene Arrow Maps in 'ggplot2' Version 0.3.2 Package gggenes November 7, 2018 Provides a 'ggplot2' geom and helper functions for drawing gene arrow maps. Depends R (>= 3.3.0) Imports grid (>=
More informationPackage tidyimpute. March 5, 2018
Title Imputation the Tidyverse Way Version 0.1.0 Date 2018-02-01 Package tidyimpute March 5, 2018 URL https://github.com/decisionpatterns/tidyimpute Functions and methods for imputing missing values (NA)
More informationPackage mmtsne. July 28, 2017
Type Package Title Multiple Maps t-sne Author Benjamin J. Radford Package mmtsne July 28, 2017 Maintainer Benjamin J. Radford Version 0.1.0 An implementation of multiple maps
More informationPackage datapasta. January 24, 2018
Title R Tools for Data Copy-Pasta Version 3.0.0 Package datapasta January 24, 2018 RStudio addins and R functions that make copy-pasting vectors and tables to text painless. Depends R (>= 3.3.0) Suggests
More informationPackage wikitaxa. December 21, 2017
Title Taxonomic Information from 'Wikipedia' Package wikitaxa December 21, 2017 'Taxonomic' information from 'Wikipedia', 'Wikicommons', 'Wikispecies', and 'Wikidata'. Functions included for getting taxonomic
More informationPackage gifti. February 1, 2018
Type Package Package gifti February 1, 2018 Title Reads in 'Neuroimaging' 'GIFTI' Files with Geometry Information Version 0.7.5 Author John Muschelli Maintainer John Muschelli Functions
More informationPackage nmslibr. April 14, 2018
Type Package Title Non Metric Space (Approximate) Library Version 1.0.1 Date 2018-04-14 Package nmslibr April 14, 2018 Maintainer Lampros Mouselimis BugReports https://github.com/mlampros/nmslibr/issues
More informationPackage lumberjack. R topics documented: July 20, 2018
Package lumberjack July 20, 2018 Maintainer Mark van der Loo License GPL-3 Title Track Changes in Data LazyData no Type Package LazyLoad yes A function composition ('pipe') operator
More informationPackage d3plus. September 25, 2017
Type Package Title Seamless 'D3Plus' Integration Version 0.1.0 Author Mauricio Vargas [aut,cre], Joshua Kunst [aut], Dave Landry [ctb], Datawheel [cph] Package d3plus September 25, 2017 Maintainer Mauricio
More informationPackage jdx. R topics documented: January 9, Type Package Title 'Java' Data Exchange for 'R' and 'rjava'
Type Package Title 'Java' Data Exchange for 'R' and 'rjava' Package jdx January 9, 2018 Description Simplifies and extends data exchange between 'R' and 'Java'. Version 0.1.0 License GPL (>= 2 BSD_3_clause
More informationPackage comparedf. February 11, 2019
Type Package Package comparedf February 11, 2019 Title Do a Git Style Diff of the Rows Between Two Dataframes with Similar Structure Version 1.7.1 Date 2019-02-11 Compares two dataframes which have the
More informationPackage sigqc. June 13, 2018
Title Quality Control Metrics for Gene Signatures Version 0.1.20 Package sigqc June 13, 2018 Description Provides gene signature quality control metrics in publication ready plots. Namely, enables the
More informationPackage nlgeocoder. October 8, 2018
Title Geocoding for the Netherlands Version 0.1.3 Package nlgeocoder October 8, 2018 R interface to the open location server API of 'Publieke Diensten Op de Kaart' (). It offers geocoding,
More informationPackage labelvector. July 28, 2018
Title Label Attributes for Atomic Vectors Version 0.1.0 Package labelvector July 28, 2018 Labels are a common construct in statistical software providing a human readable description of a variable. While
More informationPackage crochet. January 8, 2018
Version 2.0.1 License MIT + file LICENSE Package crochet January 8, 2018 Title Implementation Helper for [ and [
More informationPackage pdfsearch. July 10, 2018
Type Package Version 0.2.3 License MIT + file LICENSE Title Search Tools for PDF Files Package pdfsearch July 10, 2018 Includes functions for keyword search of pdf files. There is also a wrapper that includes
More informationPackage editdata. October 7, 2017
Type Package Title 'RStudio' Addin for Editing a 'data.frame' Version 0.1.2 Package editdata October 7, 2017 Imports shiny (>= 0.13, miniui (>= 0.1.1, rstudioapi (>= 0.5, DT, tibble An 'RStudio' addin
More informationPackage cli. November 5, 2017
Package cli November 5, 2017 Title Helpers for Developing Command Line Interfaces Version 1.0.0 A suite of tools designed to build attractive command line interfaces ('CLIs'). Includes tools for drawing
More informationPackage widyr. August 14, 2017
Type Package Title Widen, Process, then Re-Tidy Data Version 0.1.0 Package widyr August 14, 2017 Encapsulates the pattern of untidying data into a wide matrix, performing some processing, then turning
More informationPackage goodpractice
Title Advice on R Package Building Version 1.0.2 Package goodpractice May 2, 2018 Give advice about good practices when building R packages. Advice includes functions and syntax to avoid, package structure,
More informationPackage linkspotter. July 22, Type Package
Type Package Package linkspotter July 22, 2018 Title Bivariate Correlations Calculation and Visualization Version 1.2.0 Date 2018-07-18 Compute and visualize using the 'visnetwork' package all the bivariate
More informationPackage stapler. November 27, 2017
Version 0.6.3 Package stapler November 27, 2017 Title Simultaneous Truth and Performance Level Estimation An implementation of Simultaneous Truth and Performance Level Estimation (STAPLE) .
More informationPackage readxl. April 18, 2017
Title Read Excel Files Version 1.0.0 Package readxl April 18, 2017 Import excel files into R. Supports '.xls' via the embedded 'libxls' C library and '.xlsx'
More informationPackage rcv. August 11, 2017
Type Package Title Ranked Choice Voting Version 0.2.1 Package rcv August 11, 2017 A collection of ranked choice voting data and functions to manipulate, run elections with, and visualize this data and
More informationPackage nima. May 23, 2018
Title Nima Hejazi's R Toolbox Version 0.5.0 Package nima May 23, 2018 Miscellaneous R functions developed over the course of statistical research and scientific computing. These include, for example, utilities
More informationPackage tiler. June 9, 2018
Version 0.2.0 Package tiler June 9, 2018 Title Create Geographic and Non-Geographic Map Tiles Creates geographic map tiles from geospatial map files or nongeographic map tiles from simple image files.
More informationPackage rbgm. May 18, 2018
Package rbgm May 18, 2018 Type Package Title Tools for 'Box Geometry Model' (BGM) Files and Topology for the Atlantis Ecosystem Model Version 0.0.5 Depends R (>= 3.2.2), raster, sp Imports dplyr, geosphere,
More informationPackage preprosim. July 26, 2016
Package preprosim July 26, 2016 Type Package Title Lightweight Data Quality Simulation for Classification Version 0.2.0 Date 2016-07-26 Data quality simulation can be used to check the robustness of data
More informationPackage sankey. R topics documented: October 22, 2017
Package sankey October 22, 2017 Title Illustrate the Flow of Information or Material Version 1.0.2 Author Gábor Csárdi, January Weiner Maintainer Gábor Csárdi Description Plots
More informationPackage WordR. September 7, 2017
Type Package Package WordR September 7, 2017 Title Rendering Word Documents with R Inline Code Version 0.2.2 Author Tomas Hovorka Maintainer Tomas Hovorka Serves for rendering
More informationPackage tibble. August 22, 2017
Encoding UTF-8 Version 1.3.4 Title Simple Data Frames Package tibble August 22, 2017 Provides a 'tbl_df' class (the 'tibble') that provides stricter checking and better formatting than the traditional
More informationPackage rmi. R topics documented: August 2, Title Mutual Information Estimators Version Author Isaac Michaud [cre, aut]
Title Mutual Information Estimators Version 0.1.1 Author Isaac Michaud [cre, aut] Pacage rmi August 2, 2018 Maintainer Isaac Michaud Provides mutual information estimators based on
More information