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conservative_autoencoder

Python (Theano) implementation of conservative auto-encoder code provided by Daniel Jiwoong Im and Mohamed Ishmael Diwan Belghazi. The codes include experiments on hodge decomposition, in particular convservative components (for now), and vector field deformations in 2D. For more information, see _

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Entry code for one-bit flip and factored minimum probability flow for mnist data are

    - /hodge_experiment/mnist_synthetic.py
    - /vector_field_deformation/mnist_train.py

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  • Python 100.0%