Dimensionality_Reduction
This is the Code for "Dimensionality Reduction - The Math of Intelligence #5" By Siraj Raval on Youtube
Coding Challenge - Due Date, Thursday July 20th at 12 PM PST
This weeks challenge is to implement PCA on a dataset of your choice using just numpy. Bonus points for using a Jupyter notebook. If you'd like a suggestion of a dataset cluster, use kaggle.
Overview
This is the code for this video on Youtube by Siraj Raval as part of The Math of Intelligence series. We're going to perform a popular dimensionality reduction technique on an iris flower dataset to be able to clearly visualize it.
Dependencies
- numpy
- matplotlib
Install dependencies using pip
Usage
Just run jupyter notebook when in the main directory and the code will pop up in your browser.
Install jupyter here
Credits
The credits for this code go to rasbt. I've merely created a wrapper to get people started.