kamila

R package for clustering mixed data. For more information, install the package and run

library(kamila)
?`kamila-package`

from the R terminal. For an in-depth discussion of the challenges involved in clustering mixed-type data, please see our papers:

• Foss, Markatou, Ray, and Heching (2016). A semiparametric method for clustering mixed data. Machine Learning, 105(3), 419-458. DOI: 10.1007/s10994-016-5575-7
• Foss and Markatou (2018). kamila: Clustering Mixed-Type Data in R and Hadoop. Journal of Statistical Software, 83(13). DOI: 10.18637/jss.v083.i13
• Foss, Markatou, and Ray (2018). Distance Metrics and Clustering Methods for Mixed-Type Data. International Statistical Review. DOI: 10.1111/insr.12274.

Update May 11, 2020: Update data.frame calls to be compatible with R v4.x.x