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Machine Learning in Python, SMU CS5324/CS7324

This is a repository for my course at SMU, CSE5/7324. It should be accessible for anyone with coding experience in Python and some machine learning knowledge. Feel free to use any and all code for any purpose.

Yaml environment file coming soon. Untl then, you can start you own environment with the folliwing installs:

conda create --name mlenv2020 python=3.7 jupyter numpy pandas matplotlib scikit-learn tensorflow plotly scikit-image

If you wish to use JupyterLab, some visualization dependencies need to be installed:

conda create -n mlenv anaconda plotly conda activate mlenv conda install -c conda-forge missingno conda install nodejs jupyter labextension install @jupyterlab/plotly-extension jupyter labextension install @jupyter-widgets/jupyterlab-manager conda update scikit-image conda deactivate