Pytorch Learning Notes

Labs

First: Setup your local environment:

virtualenv venv
. venv/bin/activate
pip install -r requirements.txt

Models

Train a model:

• Pre: Prep your data
• Setup pytorch env locally
• Define a simple neural network
• Load data
• Define Loss Function and Optimizer
• Train data in a loop
• Evaluate the model
• Save the Model 💾
• Visualize? Deploy?