Non-Negative Matrix Factorization (NMF) using CUDA


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Documentation for package ‘nmfgpu4R’ version 0.2.5.2

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nmfgpu4R-package R binding for computing non-negative matrix factorizations using CUDA
chooseDevice Selects the specified device as primary computation device. All further invocations to nmfgpu will use the specified CUDA device.
deviceCount Retrieves the total number of installed CUDA devices.
deviceMemoryInfo Requests the currently available and total amount of device memory.
fitted.nmfgpu Non-negative Matrix Factorization (NMF) on GPU
nmf Non-negative Matrix Factorization (NMF) on GPU
nmf.default Non-negative Matrix Factorization (NMF) on GPU
nmf.formula Non-negative Matrix Factorization (NMF) on GPU
nmfgpu4R R binding for computing non-negative matrix factorizations using CUDA
nmfgpu4R.init Initializes the C++ library nmfgpu, which provides the core functionality of this package.
predict.nmfgpu Non-negative Matrix Factorization (NMF) on GPU
print.DeviceMemoryInfo Prints the information of a 'DeviceMemoryInfo' object.