Module: tfp.experimental.fastgp.mbcg
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Modified Batched Conjugate Gradients (mBCG) for JAX.
View aliases
Main aliases
`tfp.experimental.fastgp.fast_gp.fast_log_det.mbcg`, `tfp.experimental.fastgp.fast_gp.fast_log_det.partial_lanczos.mbcg`, `tfp.experimental.fastgp.fast_gp.fast_log_det.preconditioners.linalg.partial_lanczos.mbcg`, `tfp.experimental.fastgp.fast_gp.mbcg`, `tfp.experimental.fastgp.fast_gp.preconditioners.linalg.partial_lanczos.mbcg`, `tfp.experimental.fastgp.fast_log_det.mbcg`, `tfp.experimental.fastgp.fast_log_det.partial_lanczos.mbcg`, `tfp.experimental.fastgp.fast_log_det.preconditioners.linalg.partial_lanczos.mbcg`, `tfp.experimental.fastgp.fast_mtgp.fast_gp.fast_log_det.mbcg`, `tfp.experimental.fastgp.fast_mtgp.fast_gp.fast_log_det.partial_lanczos.mbcg`, `tfp.experimental.fastgp.fast_mtgp.fast_gp.fast_log_det.preconditioners.linalg.partial_lanczos.mbcg`, `tfp.experimental.fastgp.fast_mtgp.fast_gp.mbcg`, `tfp.experimental.fastgp.fast_mtgp.fast_gp.preconditioners.linalg.partial_lanczos.mbcg`, `tfp.experimental.fastgp.fast_mtgp.fast_log_det.mbcg`, `tfp.experimental.fastgp.fast_mtgp.fast_log_det.partial_lanczos.mbcg`, `tfp.experimental.fastgp.fast_mtgp.fast_log_det.preconditioners.linalg.partial_lanczos.mbcg`, `tfp.experimental.fastgp.fast_mtgp.preconditioners.linalg.partial_lanczos.mbcg`, `tfp.experimental.fastgp.linalg.partial_lanczos.mbcg`, `tfp.experimental.fastgp.partial_lanczos.mbcg`, `tfp.experimental.fastgp.preconditioners.linalg.partial_lanczos.mbcg`
Classes
class Array: Array base class for JAX
class SymmetricTridiagonalMatrix: Holds a batch of symmetric, tridiagonal matrices.
Functions
modified_batched_conjugate_gradients(...): Return A^(-1)B and Lanczos tridiagonal matrices.
safe_stack(...): Like jnp.stack, but handles len == 0 or 1.
tridiagonal_det(...): Return the determinant of a tridiagonal matrix.
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Last updated 2026-11-05 UTC.
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