├── Original_and_Transformed_axes.PNG ├── PCA_VisualDemo-7bands.ipynb ├── README.md ├── band1.jpg ├── band2.jpg ├── band3.jpg ├── band321.jpg ├── band4.jpg ├── band5.jpg ├── band6.jpg ├── band7.jpg └── snapshots ├── Data_Exploration.png ├── PCA_compress.png ├── PCA_scatter.png ├── PCA_vs_original.png ├── bar_plot.png └── pair_plot.png /Original_and_Transformed_axes.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/Original_and_Transformed_axes.PNG -------------------------------------------------------------------------------- /PCA_VisualDemo-7bands.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/PCA_VisualDemo-7bands.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/README.md -------------------------------------------------------------------------------- /band1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/band1.jpg -------------------------------------------------------------------------------- /band2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/band2.jpg -------------------------------------------------------------------------------- /band3.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/band3.jpg -------------------------------------------------------------------------------- /band321.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/band321.jpg -------------------------------------------------------------------------------- /band4.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/band4.jpg -------------------------------------------------------------------------------- /band5.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/band5.jpg -------------------------------------------------------------------------------- /band6.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/band6.jpg -------------------------------------------------------------------------------- /band7.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/band7.jpg -------------------------------------------------------------------------------- /snapshots/Data_Exploration.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/snapshots/Data_Exploration.png -------------------------------------------------------------------------------- /snapshots/PCA_compress.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/snapshots/PCA_compress.png -------------------------------------------------------------------------------- /snapshots/PCA_scatter.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/snapshots/PCA_scatter.png -------------------------------------------------------------------------------- /snapshots/PCA_vs_original.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/snapshots/PCA_vs_original.png -------------------------------------------------------------------------------- /snapshots/bar_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/snapshots/bar_plot.png -------------------------------------------------------------------------------- /snapshots/pair_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Skumarr53/Principal-Component-Analysis-testing-on-Image-data/HEAD/snapshots/pair_plot.png --------------------------------------------------------------------------------