Geometry_of_ML_Talk

Author: Kai Bernardini, kaidb [AT] bu [DOT] edu

• Lecture slides written in jupyter notebook for a talk I gave about the geometry of Machine Learning.
• Based on a talk I gave at Lookout during their Security Bootcamp.
• Slideshow is formatted for the Jupyter Dark theme

Slides are made using RISE

To setup requirements, execute pip3 install -r requirements.txt

• Installing bqplot: $ conda install -c conda-forge bqplot

If you spot a mistake, please open an issue.

Try it out in Bindr

• Note that using h2o will not work in bindr, as java is not installed by default.

Sources:

• CS506
• bqplot
• bqplot Neural Network Vis
• h2o
• vis.js tutorial
• python wrapper for vis.js
• Coursera
• Plotting Decision Boundaries
• Typesetting