Low-level alignment methods.
fmralign.methods: Alignment Methods¶
Classes¶
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Compute no alignment, used as baseline for benchmarks : RX = X. |
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Compute the alignment from one subjects to the shared latent response. |
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Compute a orthogonal mixing matrix R and a scaling sc. |
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Compute a scikit-estimator R using a mixing matrix M s.t Frobenius norm || XM - Y ||^2 + alpha * ||M||^2 is minimized. |
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Compute the optimal coupling between X and Y with entropic regularization, using the pure Python POT (https://pythonot.github.io/) package. |