.. Copyright 2026 DeepMind Technologies Limited.
..
.. Licensed under the Apache License, Version 2.0 (the "License");
.. you may not use this file except in compliance with the License.
.. You may obtain a copy of the License at
..
..     http://www.apache.org/licenses/LICENSE-2.0
..
.. Unless required by applicable law or agreed to in writing, software
.. distributed under the License is distributed on an "AS IS" BASIS,
.. WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
.. See the License for the specific language governing permissions and
.. limitations under the License.

jax\_privacy.matrix\_factorization.toeplitz
===========================================

.. currentmodule:: jax_privacy.matrix_factorization.toeplitz

.. automodule:: jax_privacy.matrix_factorization.toeplitz











.. rubric:: Functions

.. autosummary::
   :toctree:


   banded_inverse_square_root_noising_coefs

   compute_banded_inverse_sensitivity_squared

   inverse_as_streaming_matrix

   inverse_coef

   loss

   materialize_lower_triangular

   minsep_sensitivity_squared

   multiply

   optimal_max_error_noising_coefs

   optimal_max_error_strategy_coefs

   optimize_banded_inverse_toeplitz

   optimize_banded_toeplitz

   optimize_coefs_for_amplifications

   pad_coefs_to_n

   per_query_error

   sensitivity_squared

   solve_banded