Lab I - Dimensionality Reduction

Machine Learning II

Student: Alejandro Martínez Henández

CC: 1035877060

email: alejandro.martinezh@udea.edu.co

Please go to Lab1.ipynb notebook to find all the results of the lab. It is important to note that the images folder is protected by password. I send the latter to your email. Unzip it before running the project in the notebook.

The project has the following structure:

lab1_AMH/
    Lab1.ipynb
    unsupervised/
        __init__.py
        dim_red/
            __init__.py
            pca.py
            svd.py
            tsne.py
            pca.py
            __init__.py
            svd.py
            __pycache__/
                __init__.cpython-311.pyc
                svd.cpython-311.pyc
                pca.cpython-311.pyc
                tnse.cpython-311.pyc
        clustering/
            __init__.py
        clustering/
            __init__.py
            tsne.py
            __pycache__/
                __init__.cpython-311.pyc
                t-sne.cpython-311.pyc
                tsne.cpython-311.pyc
        __pycache__/
            __init__.cpython-311.pyc
    images/
        portrait/
            portrait_i.jpg
            portrait_f.jpg
...
            color_result.png
            tsne.jpg

I hope you enjoy it