Dimensionality Reduction Methods for Molecular Motion
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- Author:
- Lydia E. Kavraki
- Subject:
- Science and Technology
- Institution Name:
- Connexions
- Collection:
- Connexions
- Grade Level:
- Post-secondary
- Abstract:
This module introduces concepts on dimensionality reduction, including Principal Components Analysis (PCA) and Isomap. It also shows how to apply them to molecular motion data, and how to interpret the resulting coordinates.
- Course Type:
- Learning Module
- Languages:
- English
- Material Type:
- Readings, Syllabi
- Media Format:
- Text/HTML
- Conditions of Use:
-
Creative Commons Attribution 1.0
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