Chemical Applications Of Machine Learning - Spring 2026

Files related to Chemical Applications of Machine Learning (CHEM 4930/5610) at UNT for the Spring 2026 Semester

Files

Google Colab Links for Lecture Notebooks

Resources

Python Manuals and Documentation

• Python 3 Documentation
• NumPy User Guide
• NumPy API Reference
• MolSSI -- Best Practices

Python Tutorials

• Scientific Computing From Scratch
• MolSSI -- Python Scripting for Computational Molecular Science
• MolSSI -- Best Practices in Python Package Development
• Software Carpentry -- Programming with Python
• Software Carpentry -- Plotting and Programming in Python
• Think Python, 3rd edition
• 100 numpy exercises

Matplotlib and Scientific Visualization

• Matplotlib Tutorials
• Matplotlib Documentation
• Matplotlib Cheat Sheets