Wrapper of the Sloth clustering primitives into D3M infrastructure. All code is written in Python 3.5 and must be run in 3.5 or greater.

The base Sloth library can be found here: https://github.com/NewKnowledge/sloth

pip3 install -e git+https://github.com/NewKnowledge/sloth-d3m-wrapper.git#egg=SlothD3MWrapper --process-dependency-links

The output is a DataFrame containing a single column where each entry is the associated series' cluster number.

Produce primitive's best guess for the cluster number of each series. The input is a pandas frame where each row is a series. Series timestamps are stored in the column names. The output is a dataframe containing a single column where each entry is the associated series' cluster number.