utv_apply_transpose =================== .. py:function:: t3toolbox.backend.utv_sampling.utv_apply_transpose(c, ww, frame_data, sum_over_probes=False) .. code-block:: python def utv_apply_transpose( c, # residual, shape=W+K+C (a scalar per stack element) ww, # apply vectors, len=d, ith elm_shape=W+(Ni,) frame_data, # UT3Frame .data (orthogonal frame), stack=C sum_over_probes=False, ): # -> UT3Variations .data: (dU_tilde, dG_tilde, shape, masks); stack K_new + C Apply the transpose ``𝒥ᵀ`` of the all-modes apply (the bare adjoint; the adjoint-state method). Mask-once the frame, pack ``ww``, share ``apply.tv_apply_transpose``, attach the gauge masks over the new tangent stack ``K_new``.