ClusterPhotos

Interesting way with feedback loop of clustering your holiday pics

Make sure to install the local modified dash-cytoscape by either running pip install -r requirements.txt or running pip install -e ./dash-cytoscape Also make sure to have installed slurm, it does important stuff and without it, it won't work.

Text Clustering

Custom Data Clustering Visualization

This project provides a visualization interface for clustering your own custom dataset using an arbitrary filter criterion.

⚠️ Environment Requirement

Important: This project only works on Snellius (SURF's HPC cluster). Ensure you are logged into Snellius before proceeding.

🧪 Running the Visualization

1. Log into Snellius.
2. Navigate to your experiment directory:
   cd /home/scur0274/Wouter_repo/ClusterPhotos/Text_clustering/ICTC/data/stanford-40-actions/gpt4/action_40_classes/name_your_experiment
3. Run the visualization script:
   python vis.py

This will launch the interface allowing you to:

• Apply a custom filter (e.g. by keyword, date range, user ID, etc.)
• View clusters generated based on that filter

📦 Dependencies

All required Python packages are listed in the requirements.txt file located in the Text_clustering folder. Install them with:
pip install -r /home/scur0274/Wouter_repo/ClusterPhotos/Text_clustering/requirements.txt

📁 Project Structure

ClusterPhotos/
    Text_clustering/
        requirements.txt
        ICTC/
            data/
                stanford-40-actions/      ← you can ignore or repurpose this folder
                    gpt4/
                        action_40_classes/
                            name_your_experiment/
                                vis.py
                                your_custom_data.csv