├── .gitignore ├── LICENSE.md ├── README.rst ├── contrastive.egg-info ├── PKG-INFO ├── SOURCES.txt ├── dependency_links.txt ├── requires.txt └── top_level.txt ├── contrastive ├── __init__.py ├── __init__.pyc └── __pycache__ │ └── __init__.cpython-35.pyc ├── experiments ├── .ipynb_checkpoints │ ├── Comparing cPCA to other Dimensionality Reduction Techniques -checkpoint.ipynb │ ├── Comparing cPCA to other Techniques (Figure S2)-checkpoint.ipynb │ ├── Comparing cPCA to other Techniques-checkpoint.ipynb │ ├── IMU Sensors (Figure 6)-checkpoint.ipynb │ ├── MNIST Corrupted by Natural Background (Figures 1, 5)-checkpoint.ipynb │ ├── Mice Protein (Figure 2)-checkpoint.ipynb │ └── Single-Cell RNA-seq (Figure 3)-checkpoint.ipynb ├── Comparing cPCA to other Techniques (Figure S2).ipynb ├── Comparing cPCA to other Techniques.ipynb ├── IMU Sensors (Figure 6).ipynb ├── IMU.jpg ├── MNIST Corrupted by Natural Background (Figures 1, 5).ipynb ├── Mice Protein (Figure 2).ipynb ├── Single-Cell RNA-seq (Figure 3).ipynb ├── __pycache__ │ ├── pursuit.cpython-35.pyc │ ├── pursuit.cpython-36.pyc │ ├── spca.cpython-35.pyc │ ├── supervised.cpython-35.pyc │ ├── supervised.cpython-36.pyc │ └── utils.cpython-35.pyc ├── datasets │ ├── Data_Cortex_Nuclear.csv │ └── mHealth_subject1.log ├── mice.jpg ├── mice.pdf ├── mice10.jpg ├── pursuit.py ├── supervised.py ├── synthetic.jpg ├── synthetic.pdf ├── synthetic10.jpg └── utils.py ├── images ├── animation.gif ├── gui_colors.png ├── gui_true.png ├── plot_example.png └── plot_true.png └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/abidlabs/contrastive/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/abidlabs/contrastive/HEAD/LICENSE.md 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