kun0906/rkm

Robust K-means

Robust K-Means Clustering Algorithm

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Table of Contents

• Environment requirement
• Installation
• Usage
• Project structure
• Dataset
• Contact

Environment requirement

• Conda 4.10.3 # conda -V
• Python 3.10.4 # python3 -V
• Pip3 22.1.2 # pip3 -V

Installation

$pip3 install -r requirements.txt

Project structure

• docs
• rkm
  • data
  • cluster
  • utils
  • vis
  • out
• requirement.txt
• README.md
• UPDATE.md

Data:

Usage

$ssh ky8517@tiger.princeton.edu
$tmux ls
$tmux new -s rkm
#tmux attach -t rkm
$cd /scratch/gpfs/ky8517/rkm/src
$module purge
$module load anaconda3/2021.11
#conda env list
#conda create --name py3104_rkm python=3.10.4
#conda activate py3104
#pip install -r ../requirements.txt  # you should install in the login node (not in compute nodes)
$python3 hpc_sbatch.py

Update

• All the update details can be seen in UPDATE.md

Contact

• Email: kun88.yang@gmail.com