This is a template project for PyTorch machine learning applications in Codeanywhere. Try it out

Features

• Development container for PyTorch machine learning
• Pre-installed PyTorch, NumPy, Pandas, and Matplotlib
• Interactive Jupyter notebook environment
• Complete FashionMNIST classification example

Sample Project

The template includes a complete workflow for image classification using the FashionMNIST dataset:

1. Load and Prepare Data: Import and normalize the FashionMNIST dataset
2. Build a Neural Network: Create and understand a simple but effective network to recognize clothing items
3. Train Your Model: Teach your network to identify different types of clothes with a training loop
4. Test and Evaluate: See your model in action with test images
5. Save and Load: Learn how to persist your trained model

Learn More

To learn more about PyTorch and machine learning, take a look at the following resources:

• PyTorch Documentation - learn about PyTorch features and API
• PyTorch Tutorials - practical PyTorch code examples
• Learn the Basics - essential PyTorch concepts
• PyTorch Cheat Sheet - quick reference for common operations

You can check out the PyTorch GitHub repository - your feedback and contributions are welcome!

Want to contribute?

Feel free to open a PR with any suggestions for this template project 😃