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Principal Component Analysis

PCA implementation

Usage

Running the program

jupyter notebook

Running via Docker

Build the JupyterLab Docker image and start it

docker build -t pca .
docker run --rm -p 8888:8888 -v "$(pwd)":/home/jovyan/work pca

Open JupyterLab at the following URL: http://127.0.0.1:8888/lab

Running via Docker Compose

Start the Docker image

docker compose up --build -d

Open JupyterLab at the following URL: http://127.0.0.1:8888/lab

Clean up the Docker container

docker compose down --volumes --rmi local

Program Output

PCA

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Principal Component Analysis implemented in Python and Numpy

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