tidylda-package

Implements an algorithm for Latent Dirichlet Allocation (LDA)
 using style conventions from the 'tidyverse' and specifically 'tidymodels'.
 Also implements several novel features for LDA such as guided models and
 transfer learning.

internal

Implements an algorithm for Latent Dirichlet
Allocation (LDA), Blei et at. (2003) <https://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf>,
using style conventions from the 'tidyverse',
Wickham et al. (2019)<doi:10.21105/joss.01686>,
and 'tidymodels', Kuhn et al.<https://tidymodels.github.io/model-implementation-principles/>.
Fitting is done via collapsed Gibbs sampling.
Also implements several novel features for LDA such as guided models and
transfer learning.

Thomas W Jones

tidylda

Latent Dirichlet Allocation Using 'tidyverse' Conventions

Tommy Jones

Brendan Knapp

Barum Park

tidylda-package function

Maintainer: Tommy Jones <a href="/link/jones.thos.w%40gmail.com?package=tidylda&version=0.0.7" data-mini-rdoc="tidylda::jones.thos.w@gmail.com">jones.thos.w@gmail.com</a> (<a href="https://orcid.org/0000-0001-6457-2452">ORCID</a>)
Other contributors:<ul>
<li>Brendan Knapp <a href="/link/brendan.g.knapp%40gmail.com?package=tidylda&version=0.0.7" data-mini-rdoc="tidylda::brendan.g.knapp@gmail.com">brendan.g.knapp@gmail.com</a> (<a href="https://orcid.org/0000-0003-3284-4972">ORCID</a>) [contributor]</li>
<li>Barum Park <a href="/link/baruuum%40gmail.com?package=tidylda&version=0.0.7" data-mini-rdoc="tidylda::baruuum@gmail.com">baruuum@gmail.com</a> [contributor]</li>
</ul>

Author

Latent Dirichlet Allocation Using 'tidyverse' Conventions — tidylda-package

Maintainer: Tommy Jones <a href='mailto:jones.thos.w@gmail.com'>jones.thos.w@gmail.com</a> (<a href='https://orcid.org/0000-0001-6457-2452'>ORCID</a>)
Other contributors:<ul>
<li>Brendan Knapp <a href='mailto:brendan.g.knapp@gmail.com'>brendan.g.knapp@gmail.com</a> (<a href='https://orcid.org/0000-0003-3284-4972'>ORCID</a>) [contributor]</li>
<li>Barum Park <a href='mailto:baruuum@gmail.com'>baruuum@gmail.com</a> [contributor]</li>
</ul>

tidylda-package: Latent Dirichlet Allocation Using 'tidyverse' Conventions

Description

Arguments

Author

See Also