Analysis of time series data from swimming fish, orientation of the principal components in a high-dimensional data · Jun 2024 – Jul 2024
- Explored fish swimming motion with peer and faculty and presented poster at JMM 2025
- Implemented and applied sliding window embedding on data to capture motion
- Transformed data with PCA (scikit-learn) and persistence diagrams (ripser)
- Visualized results using matplotlib and documented the codebase following numpy conventions