README.md

UGA Physics and Astronomy Graduate Student Machine Learning Seminar

Repository containing the information from the UGA physics and astronomy graduate seminar on machine learning.

Schedule:

• Week 1: Basic Introduction
• Week 2: Introduction to Neural Networks
• Week 3: Introduction to CNNs
• Week 4: Introduction to CNNs Continued
• Week 5: Python Practice
• Week 6: Python Practice continued
• Week 7: Encoding/Decoding
• Week 8: Recurrent Neural Networks
• Week 8: Transformers

Useful Links:

• Virtual Environment Help
• PyTorch Documentation
• Basic PyTorch Example
• PyTorch Lightning Documentation
• Basic PyTorch Lightning Example