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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.

The environment should be setup using the following installs for python 3.11:

conda create --name mlenv3_11 python=3.11

conda activate mlenv3_11

pip install jupyter

pip install numpy

pip install pandas

pip install matplotlib

pip install scikit-learn

pip install plotly

pip install scikit-image

pip install missingno

Note: Apple M-series Macs should use a different install here (see notebook on repository)

pip install tensorflow

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machinelearningnotebooks's Issues

found a bug

In 10. Keras Wide and Deep.ipynb
search for reset_index()
should be reset_index(inplace=True)
or else it returns a new df by default and the original is not modified

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