Crypto Clusters

This project is an analysis of various cryptocurrency prices at different time periods using unsupervised learning in order to cluster them.

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Technologies

This project leverages python with the following packages:

• Pandas - For plotting and dataframes.

• PyViz - For plotting with hvplot.

• Scikit-learn - For K-Means, PCA, and StandardScaler.

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Installation Guide

Before first running the application install the following dependencies:

    pip install pandas
    pip install scikit-learn

Login to Conda Dev environment and install the following dependencies:

    conda install -c pyviz hvplot

Jupyter may be required to view the .ipynb file.

    pip install jupyter

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Usage

This project is primarily intended to be used as an analysis of data. The code can be reused to help analyze any data as long as proper data import and setup is done.

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Contributors

Brought to you by Majid Kouki. You can reach me at [email protected].

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License