README.Rmd

---
output: 
  github_document:
    html_preview: false
---

<!-- README.md is generated from README.Rmd. Please edit that file -->

```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)

reticulate::use_python("usr/local/bin/python3.6")
```
# artm

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[![Lifecycle: experimental](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](https://www.tidyverse.org/lifecycle/#experimental)
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The goal of artm is to integrate by integrating [BigARTM](http://bigartm.org/) (**A**dditive **R**egularization of **T**opic **M**odels) with R.

## Installation

Install the package using `remotes`.

``` r
# install.packages("remotes")
remotes::install_github("news-r/artm")
```

To install the dependency follow the instructions given on the [official documentation](http://docs.bigartm.org/en/stable/installation/index.html).

## Example

Use data from another [news-r](https://news-r.org) package.

```{r}
# remotes::install_github("news-r/nethoser")
data("webhoser", package = "nethoser")
```

Preprocess.

```r
library(artm)

# Preprocess returns path to file
(file <- preprocess(webhoser, text, uuid))

batch_vectorizer(file)
```