README.md

In kasparmartens/oxwaspLDA: Topic modelling with LDA

oxwaspLDA

The package can be installed as follows

devtools::install_github("kasparmartens/oxwaspLDA")

To start using this, load the package and example data

library(oxwaspLDA, lib.loc="~/R")

# load example data
data(nips)

# for parallel computing on 4 cores
registerDoParallel(cores = 4)

Mini-batch stochastic LDA

res = onlineLDA_minibatch(Wtrain, Wtest, n_topics=10, batch_size=4, n_iter=100)

Online stochastic LDA

res = onlineLDA(Wtrain, Wtest, n_topics=10, n_iter=100)

kasparmartens/oxwaspLDA documentation built on May 20, 2019, 7:23 a.m.