tfb_inline | R Documentation |
Bijector constructed from custom functions
tfb_inline( forward_fn = NULL, inverse_fn = NULL, inverse_log_det_jacobian_fn = NULL, forward_log_det_jacobian_fn = NULL, forward_event_shape_fn = NULL, forward_event_shape_tensor_fn = NULL, inverse_event_shape_fn = NULL, inverse_event_shape_tensor_fn = NULL, is_constant_jacobian = NULL, validate_args = FALSE, forward_min_event_ndims = NULL, inverse_min_event_ndims = NULL, name = "inline" )
forward_fn |
Function implementing the forward transformation. |
inverse_fn |
Function implementing the inverse transformation. |
inverse_log_det_jacobian_fn |
Function implementing the log_det_jacobian of the forward transformation. |
forward_log_det_jacobian_fn |
Function implementing the log_det_jacobian of the inverse transformation. |
forward_event_shape_fn |
Function implementing non-identical static event shape changes. Default: shape is assumed unchanged. |
forward_event_shape_tensor_fn |
Function implementing non-identical event shape changes. Default: shape is assumed unchanged. |
inverse_event_shape_fn |
Function implementing non-identical static event shape changes. Default: shape is assumed unchanged. |
inverse_event_shape_tensor_fn |
Function implementing non-identical event shape changes. Default: shape is assumed unchanged. |
is_constant_jacobian |
Logical indicating that the Jacobian is constant for all input arguments. |
validate_args |
Logical, default FALSE. Whether to validate input with asserts. If validate_args is FALSE, and the inputs are invalid, correct behavior is not guaranteed. |
forward_min_event_ndims |
Integer indicating the minimal dimensionality this bijector acts on. |
inverse_min_event_ndims |
Integer indicating the minimal dimensionality this bijector acts on. |
name |
name prefixed to Ops created by this class. |
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_ascending()
,
tfb_batch_normalization()
,
tfb_blockwise()
,
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_glow()
,
tfb_gompertz_cdf()
,
tfb_gumbel_cdf()
,
tfb_gumbel()
,
tfb_identity()
,
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_rayleigh_cdf()
,
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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