Standard Operation Procedure - PyTorch

Most recently edited by: Paul VanderWeele
Most recent edit date: April 29, 2022
Edits were authorized by: Paul VanderWeele

Table of Contents

Related Procedures
Purpose and Scope
Terms and Definitions
Training and Authorization
Additional Information

Python
Pandas

Purpose and Scope

The goal of this procedure is to provide understanding about the powerful computational tool: PyTorch

PyTorch is an application written in Python and built on top of Pandas. It is designed for Statistical and Tensor calculations to facilitate Machine Learning and Deep Learning.

Terms and Definitions

Tensor

Statisic

Machine Learning

Deep Learning

Training and Authorization

Both the PyTorch Documentation as well as the "PyTorch for Deep Learning" Textbook can be used for training.

Authorization can be achieved by successfully completing a model, and documenting it using Git

Additional Information