deeptime.kernels¶
The kernels package contains kernel implementations which can be used together with kernel methods, such as
KernelCCA
or KVAD.
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The base class of all kernels. |
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Implementation of the Gaussian kernel |
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Implementation of the generalized Gaussian kernel with bandwidth per dimension. |
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Implementation of the Laplacian kernel |
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Implementation of the polynomial kernel |
PyTorch-ready kernels
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Gaussian kernel which has a dependency to PyTorch and can handle evaluation of Gram matrices as well as (over the batch-size) vectorized evaluations of the kernel. |
Utils
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Tests whether given kernel supports PyTorch. |