Geoscientific Data Analysis and Empirical Modeling
The source repository for the class materials annotated here can be found in andersonsam/eosc_410
.
- Tutorial 3: Intro to PCA on Synthetic Data
- Lab 3: PCA on Faces Dataset
- Tutorial 4: PCA on SLP data
- Lab 4.1: PCA on Glacial Data
- Lab 4.2: PCA on Glacial Data
- Tutorial 5: Rotated PCA (RPCA)
- Tutorial 5.1: CCA on Synthetic Data
- Tutorial 5.2: CCA on SST and SLP data
- Quiz 4 Solutions: Canonical Correspondence Analysis (CCA)
- Lab 5: PCA and CCA on SST data
- Tutorial 6: Intro to SSA
- Lab 6: Faces TODO(@bobheadxi)
- Tutorial 7.1: SSA TODO(@bobheadxi)
- Tutorial 7.2: FSA TODO(@bobheadxi)
- Tutorial 8: kNN, k-Means, Hierarchical Clustering
- Lab 8: Clustering with Volcano Seismic Spectra TODO(@bobheadxi)
- Tutorial 9)
- Lab 9: Faces TODO(@bobheadxi)