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nmf_unsupervised_clustering's Introduction

NMF_unsupervised_clustering

All the files and scripts in this directory are made to cluster data using NMF and unsupervised learning techniques. Each module/script is fully functional by itself, however, for convenience and work flow, a BASH script has been provided to streamline all the modules together in one call.

Dependencies


In order to run the entire suite of modules the following dependencies are required:

Installation and Configuration


Installation is not necessary, just clone the repository into a directory and it is ready for use. The streamlined run_NMF.sh may need to be turned into an executable.

git clone https://github.com/tbrunetti/NMF_unsupervised_clustering.git
chmod a+x run_NMF.sh

If the user chooses to run the streamlined suite of modules, the run_NMF.sh should be configured with the location and specification of the required variables located at the head of the file. Otherwise, each individual module is equipped with argparse and the -h flag should denote to the user which arguments are required. NOTE: When running the script, you must have access to user X session.

Running run_NMF.sh


Output Files


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