PatternRecognition2020

Dr. Daugherity - Abilene Christian University
PHYS 453 - Pattern Recognition for Spring 2020

Previous Semesters are here:

• Spring 2018

Installation

Download the Anaconda platform: https://www.anaconda.com/download/

This contains python and the data science packages we need.

After installation, launch the Anaconda Navigator and open jupyterlab. This opens a new tab in your web browser to run and manage your python scripts.

Documentation

Most of what we need can be found at Scikit-learn

My favorite other references are:

• The Whirlwind Tour of Python
• Python Data Science Handbook
• Scikit-learn Presentations
• Machine Learning in Python with scikit-learn tutorials by Data School

Tutorials

Data Science Tools

• 1 - Python Cheat Sheet
• 2 - numpy
• 3 - matplotlib
• 4 - pandas
• 5 - seaborn