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Our `KernelPCA(fit_inverse_transform=True)` implements the method of:
Learning to Find Pre-Images
Neural Information Processing Systems 16 (NIPS 2003)
Jason Weston, Bernhard Schölkopf, Gökhan Bak…
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At the moment, it appears there is only support for eigenvalue problems for (real) symmetric banded matrices and not for complex Hermitian banded matrices.
It seems that the most direct route which…
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would be convenient if docstrings could be accessed in the usual way with `?` at the infiltrator prompt. not sure how hard this would be to implement though.
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Hi,
I would like to ask whether the muMatch approach could be used to find correspondence points between two meshes that snap together and not overlapping. For example I have the following two mesh…
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### 🐛 Describe the bug
We recently introduced CUDA 11.6 to pytorch CI/CD pipeline. We are observing following failure on Linux :
[linux-bionic-cuda11.6-py3.7-gcc7](https://github.com/pytorch/pyto…
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**Is your feature request related to a problem? Please describe.**
Yes. My general goal is to inversely determine the material parameters of a finite element model. The algorithm includes solving the…
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In the `get_eigendecomposition()` function,
Consider using `np.finfo(float).eps` s the default tolerance
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Sometimes it's useful to compute just a single eigenvector (e.g. by the power method), and any eigenvector will do, e.g. I have an irreducible Markov chain, where the eigenvector is unique. I couldn't…
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I've developed a Java program that consumes sphinx to perform speaker-clustering using SpeakerIdentification.
The program/algorithm works fine giving outputs in the same amount of time when I test it …
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After some timing tests, these are the bottlenecks in the programme:
1. The many matrix multiplications of the kernel matrix `H.mat %*% H.mat`. Need some clever way to reduce these occurences. This is…