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‎PEPit/constraint.py‎

Lines changed: 1 addition & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -103,8 +103,7 @@ def eval_dual(self):
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after the corresponding PEP was solved numerically.
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Raises:
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| ValueError("The PEP must be solved to evaluate Constraints dual variables!")
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if the PEP has not been solved yet.
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ValueError("The PEP must be solved to evaluate Constraints dual variables!") if the PEP has not been solved yet.
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"""
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‎PEPit/examples/adaptive_methods/polyak_steps_in_distance_to_optimum.py‎

Lines changed: 5 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -57,10 +57,11 @@ def wc_polyak_steps_in_distance_to_optimum(L, mu, gamma, verbose=1):
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mu (float): the strong convexity parameter.
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gamma (float): the step-size.
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verbose (int): Level of information details to print.
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-1: No verbose at all.
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0: This example's output.
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1: This example's output + PEPit information.
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2: This example's output + PEPit information + CVXPY details.
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- 1: No verbose at all.
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- 0: This example's output.
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- 1: This example's output + PEPit information.
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- 2: This example's output + PEPit information + CVXPY details.
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Returns:
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pepit_tau (float): worst-case value

‎PEPit/examples/adaptive_methods/polyak_steps_in_function_value.py‎

Lines changed: 5 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -58,10 +58,11 @@ def wc_polyak_steps_in_function_value(L, mu, gamma, verbose=1):
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mu (float): the strong convexity parameter.
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gamma (float): the step-size.
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verbose (int): Level of information details to print.
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-1: No verbose at all.
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0: This example's output.
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1: This example's output + PEPit information.
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2: This example's output + PEPit information + CVXPY details.
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- 1: No verbose at all.
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- 0: This example's output.
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- 1: This example's output + PEPit information.
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- 2: This example's output + PEPit information + CVXPY details.
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Returns:
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pepit_tau (float): worst-case value

‎PEPit/examples/composite_convex_minimization/accelerated_douglas_rachford_splitting.py‎

Lines changed: 5 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -65,10 +65,11 @@ def wc_accelerated_douglas_rachford_splitting(mu, L, alpha, n, verbose=1):
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alpha (float): the parameter of the scheme.
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n (int): the number of iterations.
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verbose (int): Level of information details to print.
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-1: No verbose at all.
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0: This example's output.
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1: This example's output + PEPit information.
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2: This example's output + PEPit information + CVXPY details.
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- 1: No verbose at all.
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- 0: This example's output.
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- 1: This example's output + PEPit information.
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- 2: This example's output + PEPit information + CVXPY details.
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Returns:
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pepit_tau (float): worst-case value.

‎PEPit/examples/composite_convex_minimization/accelerated_proximal_gradient.py‎

Lines changed: 5 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -56,10 +56,11 @@ def wc_accelerated_proximal_gradient(mu, L, n, verbose=1):
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mu (float): the strong convexity parameter.
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n (int): number of iterations.
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verbose (int): Level of information details to print.
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-1: No verbose at all.
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0: This example's output.
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1: This example's output + PEPit information.
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2: This example's output + PEPit information + CVXPY details.
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- 1: No verbose at all.
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- 0: This example's output.
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- 1: This example's output + PEPit information.
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- 2: This example's output + PEPit information + CVXPY details.
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Returns:
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pepit_tau (float): worst-case value.

‎PEPit/examples/composite_convex_minimization/bregman_proximal_point.py‎

Lines changed: 5 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -43,10 +43,11 @@ def wc_bregman_proximal_point(gamma, n, verbose=1):
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gamma (float): step-size.
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n (int): number of iterations.
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verbose (int): Level of information details to print.
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-1: No verbose at all.
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0: This example's output.
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1: This example's output + PEPit information.
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2: This example's output + PEPit information + CVXPY details.
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- 1: No verbose at all.
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- 0: This example's output.
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- 1: This example's output + PEPit information.
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- 2: This example's output + PEPit information + CVXPY details.
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Returns:
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pepit_tau (float): worst-case value.

‎PEPit/examples/composite_convex_minimization/douglas_rachford_splitting.py‎

Lines changed: 5 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -59,10 +59,11 @@ def wc_douglas_rachford_splitting(L, alpha, theta, n, verbose=1):
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theta (float): parameter of the scheme.
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n (int): number of iterations.
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verbose (int): Level of information details to print.
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-1: No verbose at all.
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0: This example's output.
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1: This example's output + PEPit information.
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2: This example's output + PEPit information + CVXPY details.
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- 1: No verbose at all.
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- 0: This example's output.
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- 1: This example's output + PEPit information.
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- 2: This example's output + PEPit information + CVXPY details.
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Returns:
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pepit_tau (float): worst-case value.

‎PEPit/examples/composite_convex_minimization/douglas_rachford_splitting_contraction.py‎

Lines changed: 5 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -69,10 +69,11 @@ def wc_douglas_rachford_splitting_contraction(mu, L, alpha, theta, n, verbose=1)
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theta (float): parameter of the scheme.
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n (int): number of iterations.
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verbose (int): Level of information details to print.
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-1: No verbose at all.
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0: This example's output.
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1: This example's output + PEPit information.
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2: This example's output + PEPit information + CVXPY details.
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- 1: No verbose at all.
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- 0: This example's output.
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- 1: This example's output + PEPit information.
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- 2: This example's output + PEPit information + CVXPY details.
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Returns:
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pepit_tau (float): worst-case value

‎PEPit/examples/composite_convex_minimization/frank_wolfe.py‎

Lines changed: 5 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -53,10 +53,11 @@ def wc_frank_wolfe(L, D, n, verbose=1):
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D (float): diameter of :math:`f_2`.
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n (int): number of iterations.
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verbose (int): Level of information details to print.
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-1: No verbose at all.
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0: This example's output.
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1: This example's output + PEPit information.
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2: This example's output + PEPit information + CVXPY details.
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- 1: No verbose at all.
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- 0: This example's output.
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- 1: This example's output + PEPit information.
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- 2: This example's output + PEPit information + CVXPY details.
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Returns:
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pepit_tau (float): worst-case value.

‎PEPit/examples/composite_convex_minimization/improved_interior_algorithm.py‎

Lines changed: 5 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -60,10 +60,11 @@ def wc_improved_interior_algorithm(L, mu, c, lam, n, verbose=1):
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lam (float): the step-size.
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n (int): number of iterations.
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verbose (int): Level of information details to print.
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-1: No verbose at all.
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0: This example's output.
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1: This example's output + PEPit information.
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2: This example's output + PEPit information + CVXPY details.
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- 1: No verbose at all.
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- 0: This example's output.
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- 1: This example's output + PEPit information.
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- 2: This example's output + PEPit information + CVXPY details.
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Returns:
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pepit_tau (float): worst-case value.

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