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