Machine Learning Demo

A primer for Machine Learning with a demo developed in Python. Workshop by Keeley Edwards on March 11, 2022.

Lecture Slides

Lecture slides for the training session are available here.

Run the Demo

Your OS must have Python3 and pip installed as a prerequisite. When met, run the following on a command line:

1. Install the following libraries needed to enable the program
   pip install tensorflow
pip install matplotlib
2. Run the model
   python3 model.py

Now, you can watch a model being trained in real-time! After all epochs and parts are finished, it will print the confusion matrix in the end. Your confusion matrix will be slightly different from Keeley's and Andrea's generated results that reflects the nondeterminism of AI.