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RoseCDL

RObust and ScalablE Convolutional Dictionary Learning

Installation

Before installing rosecdl, you should check that you have installed a version of pytorch that suits your hardware constraints. You can then install rosecdl from the source code by following these steps:

git clone https://github.com/tomMoral/RoseCDL.git
cd RoseCDL
pip install .

If you’d like to contribute to rosecdl, you should also install additional packages for code formatting, testing, and experiment dependencies. To do this, replace the pip install command above with:

pip install -e .[dev,experiments]

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Stochastic sub-windowing for Fast Convolutional Dictionary Learning

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