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src/humancompatible/train/dual_optim/nonopt/__init__.py

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+"""
+PyTorch port of NonOpt (https://frankecurtis.github.io/NonOpt/), a solver for
+unconstrained, locally Lipschitz (possibly nonconvex, nonsmooth) minimization
+by Frank E. Curtis and collaborators (Curtis & Zebiane, arXiv:2503.22826).
+"""
+
+from .direction import CuttingPlane, GradientCombination, GradientDirection
+from .inverse_hessian import DenseInverseHessian, LimitedMemoryInverseHessian
+from .line_search import backtracking, weak_wolfe
+from .optimizer import NonOpt
+from .point_set import Point, PointSet
+from .qp import project_onto_simplex, solve_simplex_qp