https://github.com/emilhvitfeldt/wordsalad

Provide Tools to Extract and Analyze Word Vectors
https://github.com/emilhvitfeldt/wordsalad

Last synced: about 2 months ago
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Provide Tools to Extract and Analyze Word Vectors

• Host: GitHub
• URL: https://github.com/emilhvitfeldt/wordsalad
• Owner: EmilHvitfeldt
• License: other
• Created: 2020-06-11T03:21:20.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-09-24T07:02:53.000Z (about 4 years ago)
• Last Synced: 2024-10-28T17:32:39.573Z (about 2 months ago)
• Language: R
• Homepage: https://emilhvitfeldt.github.io/wordsalad/
• Size: 750 KB
• Stars: 8
• Watchers: 3
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.Rmd
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

Awesome Lists containing this project

README

        
---

output: github_document

---

```{r, include = FALSE}

knitr::opts_chunk$set(

  collapse = TRUE,

  comment = "#>",

  fig.path = "man/figures/README-",

  out.width = "100%"

)

```

# wordsalad

[![R build status](https://github.com/EmilHvitfeldt/wordsalad/workflows/R-CMD-check/badge.svg)](https://github.com/EmilHvitfeldt/wordsalad/actions)

[![Lifecycle: experimental](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](https://www.tidyverse.org/lifecycle/#experimental)

The goal of wordsalad is to provide a unified interface for word embedding methods to produce word vectors. wordsalad doesn't provide the implementation of these methods, only a unified interface. For more information on the specific method please refer to the documentation.

Goals of this package are:

- Allow the specification of tokenizer used

- Streamline argument names and order

- Consistent output formats

- Avoid the need for creating temporary files 

## Installation

You can install the released version of wordsalad from [CRAN](https://CRAN.R-project.org) with:

```{r, eval=FALSE}

install.packages("wordsalad")

```

If you want the development version instead then install directly from GitHub:

```{r, eval=FALSE}

# install.packages("devtools")

devtools::install_github("EmilHvitfeldt/wordsalad")

```

## Example

```{r, message=FALSE}

library(wordsalad)

glove(fairy_tales)

```

## Code of Conduct

  

Please note that the wordsalad project is released with a [Contributor Code of Conduct](https://contributor-covenant.org/version/2/0/CODE_OF_CONDUCT.html). By contributing to this project, you agree to abide by its terms.