To download all the datasets run in the bash shell
./download_datasets.sh
Install all the required packages
pip3 install -r requirements.txt
Each jupyter notebook demonstrates how to run dimensionality reduction algorithms, and compute metrcs on it. Notebook are meant to demonstrate the example usage, we described all performed experiments in the report.
MDS.ipynb DiffMaps.ipynb UMAP.ipynb ISOMAP.ipynb