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A library for performing constrained optimization in TensorFlow.
Classes
class AdditiveExternalRegretOptimizer
: A ConstrainedOptimizer
based on external-regret minimization.
class AdditiveSwapRegretOptimizer
: A ConstrainedOptimizer
based on swap-regret minimization.
class ConstrainedMinimizationProblem
: Abstract class representing a ConstrainedMinimizationProblem
.
class ConstrainedOptimizer
: Base class representing a constrained optimizer.
class MultiplicativeSwapRegretOptimizer
: A ConstrainedOptimizer
based on swap-regret minimization.
Functions
find_best_candidate_distribution(...)
: Finds a distribution minimizing an objective subject to constraints.
find_best_candidate_index(...)
: Heuristically finds the best candidate solution to a constrained problem.