├── .gitignore ├── README.md ├── pdfs ├── GPLVM_for_high_dim_data_visualization.pdf ├── PPCA_with_GPLVM.pdf └── statement.pdf ├── report.pdf ├── requirements.txt └── scripts ├── algorithms ├── fast_gplvm.py ├── ivm.py ├── kernelPCA.py └── simple_gplvm.py ├── clear.sh ├── data ├── digits.h5 ├── mice.csv └── oil.txt ├── digits.out ├── exp_digits.py ├── exp_faces.py ├── exp_mice.py ├── exp_oil.py ├── exp_video.py └── figures ├── digits ├── digits_size_300_exp_result_1579009680.9257815.png └── pca_result_1579000769.7679496.png ├── mice ├── mice_comparison_pca_gp.png └── plot.png ├── oil └── plot (1).png └── video ├── input.png ├── result_gplvm.png └── result_pca.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/OleguerCanal/GPLVM/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: 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