steps.rst

Primitive steps

• Inexact gradient step
• Exact line-search step
• Proximal step
• Inexact proximal step
• Bregman gradient step
• Bregman proximal step
• Linear optimization step

Inexact gradient step

.. autofunction:: PEPit.primitive_steps.inexact_gradient_step

Exact line-search step

.. autofunction:: PEPit.primitive_steps.exact_linesearch_step

Proximal step

.. autofunction:: PEPit.primitive_steps.proximal_step

Inexact proximal step

.. autofunction:: PEPit.primitive_steps.inexact_proximal_step

Bregman gradient step

.. autofunction:: PEPit.primitive_steps.bregman_gradient_step

Bregman proximal step

.. autofunction:: PEPit.primitive_steps.bregman_proximal_step

Linear optimization step

.. autofunction:: PEPit.primitive_steps.linear_optimization_step