Bijector which applies a list of bijectors to blocks of a Tensor
More specifically, given [F_0, F_1, ... F_n] which are scalar or vector
bijectors this bijector creates a transformation which operates on the vector
[x_0, ... x_n] with the transformation [F_0(x_0), F_1(x_1) ..., F_n(x_n)]
where x_0, ..., x_n are blocks (partitions) of the vector.
tfb_blockwise( bijectors, block_sizes = NULL, validate_args = FALSE, name = NULL )
bijectors |
A non-empty list of bijectors. |
block_sizes |
A 1-D integer Tensor with each element signifying the length of the block of the input vector to pass to the corresponding bijector. The length of block_sizes must be be equal to the length of bijectors. If left as NULL, a vector of 1's is used. |
validate_args |
Logical indicating whether arguments should be checked for correctness. |
name |
String, name given to ops managed by this object. Default:
E.g., |
a bijector instance.
For usage examples see tfb_forward(), tfb_inverse(), tfb_inverse_log_det_jacobian().
Other bijectors:
tfb_absolute_value(),
tfb_affine_linear_operator(),
tfb_affine_scalar(),
tfb_affine(),
tfb_batch_normalization(),
tfb_chain(),
tfb_cholesky_outer_product(),
tfb_cholesky_to_inv_cholesky(),
tfb_correlation_cholesky(),
tfb_cumsum(),
tfb_discrete_cosine_transform(),
tfb_expm1(),
tfb_exp(),
tfb_ffjord(),
tfb_fill_scale_tri_l(),
tfb_fill_triangular(),
tfb_gompertz_cdf(),
tfb_gumbel_cdf(),
tfb_gumbel(),
tfb_identity(),
tfb_inline(),
tfb_invert(),
tfb_iterated_sigmoid_centered(),
tfb_kumaraswamy_cdf(),
tfb_kumaraswamy(),
tfb_lambert_w_tail(),
tfb_masked_autoregressive_default_template(),
tfb_masked_autoregressive_flow(),
tfb_masked_dense(),
tfb_matrix_inverse_tri_l(),
tfb_matvec_lu(),
tfb_normal_cdf(),
tfb_ordered(),
tfb_pad(),
tfb_permute(),
tfb_power_transform(),
tfb_rational_quadratic_spline(),
tfb_real_nvp_default_template(),
tfb_real_nvp(),
tfb_reciprocal(),
tfb_reshape(),
tfb_scale_matvec_diag(),
tfb_scale_matvec_linear_operator(),
tfb_scale_matvec_lu(),
tfb_scale_matvec_tri_l(),
tfb_scale_tri_l(),
tfb_scale(),
tfb_shifted_gompertz_cdf(),
tfb_shift(),
tfb_sigmoid(),
tfb_sinh_arcsinh(),
tfb_sinh(),
tfb_softmax_centered(),
tfb_softplus(),
tfb_softsign(),
tfb_split(),
tfb_square(),
tfb_tanh(),
tfb_transform_diagonal(),
tfb_transpose(),
tfb_weibull_cdf(),
tfb_weibull()
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