📜 API Documentation

Learners

• adaptive.AverageLearner
  • AverageLearner
    • AverageLearner.data
    • AverageLearner.pending_points
    • AverageLearner.npoints
    • AverageLearner.ask()
    • AverageLearner.load_dataframe()
    • AverageLearner.loss()
    • AverageLearner.mean
    • AverageLearner.n_requested
    • AverageLearner.new()
    • AverageLearner.plot()
    • AverageLearner.remove_unfinished()
    • AverageLearner.std
    • AverageLearner.tell()
    • AverageLearner.tell_pending()
    • AverageLearner.to_dataframe()
    • AverageLearner.to_numpy()
• adaptive.AverageLearner1D
  • AverageLearner1D
    • AverageLearner1D.ask()
    • AverageLearner1D.load_dataframe()
    • AverageLearner1D.min_samples_per_point
    • AverageLearner1D.new()
    • AverageLearner1D.nsamples
    • AverageLearner1D.plot()
    • AverageLearner1D.tell()
    • AverageLearner1D.tell_many()
    • AverageLearner1D.tell_many_at_point()
    • AverageLearner1D.tell_pending()
    • AverageLearner1D.to_dataframe()
    • AverageLearner1D.to_numpy()
• adaptive.BaseLearner
  • BaseLearner
    • BaseLearner.function
    • BaseLearner.data
    • BaseLearner.pending_points
    • BaseLearner.npoints
    • BaseLearner.ask()
    • BaseLearner.copy_from()
    • BaseLearner.data
    • BaseLearner.function
    • BaseLearner.load()
    • BaseLearner.load_dataframe()
    • BaseLearner.loss()
    • BaseLearner.new()
    • BaseLearner.npoints
    • BaseLearner.pending_points
    • BaseLearner.remove_unfinished()
    • BaseLearner.save()
    • BaseLearner.tell()
    • BaseLearner.tell_many()
    • BaseLearner.tell_pending()
    • BaseLearner.to_dataframe()
• adaptive.BalancingLearner
  • BalancingLearner
    • BalancingLearner.learners
    • BalancingLearner.function
    • BalancingLearner.strategy
    • BalancingLearner.ask()
    • BalancingLearner.data
    • BalancingLearner.from_product()
    • BalancingLearner.load()
    • BalancingLearner.load_dataframe()
    • BalancingLearner.loss()
    • BalancingLearner.new()
    • BalancingLearner.npoints
    • BalancingLearner.nsamples
    • BalancingLearner.pending_points
    • BalancingLearner.plot()
    • BalancingLearner.remove_unfinished()
    • BalancingLearner.save()
    • BalancingLearner.strategy
    • BalancingLearner.tell()
    • BalancingLearner.tell_pending()
    • BalancingLearner.to_dataframe()
• adaptive.DataSaver
  • The DataSaver class
    • DataSaver
      • DataSaver.ask()
      • DataSaver.load()
      • DataSaver.load_dataframe()
      • DataSaver.loss()
      • DataSaver.new()
      • DataSaver.remove_unfinished()
      • DataSaver.save()
      • DataSaver.tell()
      • DataSaver.tell_pending()
      • DataSaver.to_dataframe()
  • The make_datasaver function
    • make_datasaver()
• adaptive.IntegratorLearner
  • IntegratorLearner
    • IntegratorLearner.add_ival()
    • IntegratorLearner.approximating_intervals
    • IntegratorLearner.ask()
    • IntegratorLearner.done()
    • IntegratorLearner.err
    • IntegratorLearner.igral
    • IntegratorLearner.load_dataframe()
    • IntegratorLearner.loss()
    • IntegratorLearner.new()
    • IntegratorLearner.npoints
    • IntegratorLearner.plot()
    • IntegratorLearner.pop_from_stack()
    • IntegratorLearner.propagate_removed()
    • IntegratorLearner.remove_unfinished()
    • IntegratorLearner.tell()
    • IntegratorLearner.tell_pending()
    • IntegratorLearner.to_dataframe()
    • IntegratorLearner.to_numpy()
• adaptive.Learner1D
  • Learner1D
    • Learner1D.data
    • Learner1D.pending_points
    • Learner1D.ask()
    • Learner1D.load_dataframe()
    • Learner1D.loss()
    • Learner1D.new()
    • Learner1D.npoints
    • Learner1D.plot()
    • Learner1D.remove_unfinished()
    • Learner1D.tell()
    • Learner1D.tell_many()
    • Learner1D.tell_pending()
    • Learner1D.to_dataframe()
    • Learner1D.to_numpy()
    • Learner1D.vdim
  • Custom loss functions
    • default_loss()
    • uniform_loss()
    • uses_nth_neighbors()
    • triangle_loss()
    • curvature_loss_function()
    • abs_min_log_loss()
    • resolution_loss_function()
• adaptive.Learner2D
  • Learner2D
    • Learner2D.data
    • Learner2D.pending_points
    • Learner2D.stack_size
    • Learner2D.aspect_ratio
    • Learner2D.ask()
    • Learner2D.bounds_are_done
    • Learner2D.inside_bounds()
    • Learner2D.interpolated_on_grid()
    • Learner2D.interpolator()
    • Learner2D.ip()
    • Learner2D.load_dataframe()
    • Learner2D.loss()
    • Learner2D.new()
    • Learner2D.npoints
    • Learner2D.plot()
    • Learner2D.remove_unfinished()
    • Learner2D.tell()
    • Learner2D.tell_pending()
    • Learner2D.to_dataframe()
    • Learner2D.to_numpy()
    • Learner2D.vdim
    • Learner2D.xy_scale
  • Custom loss functions
    • default_loss()
    • minimize_triangle_surface_loss()
    • uniform_loss()
    • resolution_loss_function()
  • Helper functions
    • areas()
    • deviations()
• adaptive.LearnerND
  • LearnerND
    • LearnerND.data
    • LearnerND.points
    • LearnerND.values
    • LearnerND.pending_points
    • LearnerND.ask()
    • LearnerND.bounds_are_done
    • LearnerND.get_local_transform_matrix()
    • LearnerND.inside_bounds()
    • LearnerND.load_dataframe()
    • LearnerND.loss()
    • LearnerND.new()
    • LearnerND.npoints
    • LearnerND.plot()
    • LearnerND.plot_3D()
    • LearnerND.plot_isoline()
    • LearnerND.plot_isosurface()
    • LearnerND.plot_slice()
    • LearnerND.points
    • LearnerND.remove_unfinished()
    • LearnerND.tell()
    • LearnerND.tell_pending()
    • LearnerND.to_dataframe()
    • LearnerND.to_numpy()
    • LearnerND.tri
    • LearnerND.values
    • LearnerND.vdim
  • Custom loss functions
    • default_loss()
    • uniform_loss()
    • std_loss()
• adaptive.SequenceLearner
  • SequenceLearner
    • SequenceLearner.data
    • SequenceLearner.ask()
    • SequenceLearner.done()
    • SequenceLearner.load_dataframe()
    • SequenceLearner.loss()
    • SequenceLearner.new()
    • SequenceLearner.npoints
    • SequenceLearner.remove_unfinished()
    • SequenceLearner.result()
    • SequenceLearner.tell()
    • SequenceLearner.tell_pending()
    • SequenceLearner.to_dataframe()

Runners

• adaptive.Runner
  • Runner
• adaptive.AsyncRunner
  • AsyncRunner
    • AsyncRunner.task
    • AsyncRunner.learner
    • AsyncRunner.log
    • AsyncRunner.to_retry
    • AsyncRunner.tracebacks
    • AsyncRunner.pending_points
    • AsyncRunner.block_until_done()
    • AsyncRunner.cancel()
    • AsyncRunner.elapsed_time()
    • AsyncRunner.live_info()
    • AsyncRunner.live_info_terminal()
    • AsyncRunner.live_plot()
    • AsyncRunner.start_periodic_saving()
    • AsyncRunner.status()
• adaptive.BlockingRunner
  • BlockingRunner
    • BlockingRunner.learner
    • BlockingRunner.log
    • BlockingRunner.to_retry
    • BlockingRunner.tracebacks
    • BlockingRunner.pending_points
    • BlockingRunner.elapsed_time()
• adaptive.runner.BaseRunner
  • BaseRunner
    • BaseRunner.learner
    • BaseRunner.log
    • BaseRunner.to_retry
    • BaseRunner.tracebacks
    • BaseRunner.pending_points
    • BaseRunner.do_log
    • BaseRunner.elapsed_time()
    • BaseRunner.failed
    • BaseRunner.overhead()
    • BaseRunner.pending_points
    • BaseRunner.to_retry
    • BaseRunner.tracebacks
• Runner extras
  • Stopping Criteria
    • auto_goal()
    • stop_after()
  • Simple executor
    • simple()
  • Sequential excecutor
    • SequentialExecutor
  • Replay log
    • replay_log()

Other

• adaptive.learner.triangulation module
  • FakeDelaunay
  • Triangulation
    • Triangulation.vertices
    • Triangulation.simplices
    • Triangulation.vertex_to_simplices
    • Triangulation.hull
    • Triangulation.add_point()
    • Triangulation.add_simplex()
    • Triangulation.bowyer_watson()
    • Triangulation.circumscribed_circle()
    • Triangulation.containing()
    • Triangulation.convex_invariant()
    • Triangulation.default_transform
    • Triangulation.delete_simplex()
    • Triangulation.dim
    • Triangulation.faces()
    • Triangulation.get_face_sharing_neighbors()
    • Triangulation.get_neighbors_from_vertices()
    • Triangulation.get_opposing_vertices()
    • Triangulation.get_reduced_simplex()
    • Triangulation.get_simplices_attached_to_points()
    • Triangulation.get_vertex()
    • Triangulation.get_vertices()
    • Triangulation.hull
    • Triangulation.locate_point()
    • Triangulation.point_in_cicumcircle()
    • Triangulation.point_in_simplex()
    • Triangulation.reference_invariant()
    • Triangulation.vertex_invariant()
    • Triangulation.volume()
    • Triangulation.volumes()
  • circumsphere()
  • fast_2d_circumcircle()
  • fast_2d_point_in_simplex()
  • fast_3d_circumcircle()
  • fast_det()
  • fast_norm()
  • is_iterable_and_sized()
  • orientation()
  • point_in_simplex()
  • simplex_volume_in_embedding()
• adaptive.learner.triangulation_backend module
  • Triangulation
    • Triangulation.vertices
    • Triangulation.simplices
    • Triangulation.vertex_to_simplices
    • Triangulation.hull
    • Triangulation.add_point()
    • Triangulation.add_simplex()
    • Triangulation.bowyer_watson()
    • Triangulation.circumscribed_circle()
    • Triangulation.containing()
    • Triangulation.convex_invariant()
    • Triangulation.default_transform
    • Triangulation.delete_simplex()
    • Triangulation.dim
    • Triangulation.faces()
    • Triangulation.get_face_sharing_neighbors()
    • Triangulation.get_neighbors_from_vertices()
    • Triangulation.get_opposing_vertices()
    • Triangulation.get_reduced_simplex()
    • Triangulation.get_simplices_attached_to_points()
    • Triangulation.get_vertex()
    • Triangulation.get_vertices()
    • Triangulation.hull
    • Triangulation.locate_point()
    • Triangulation.point_in_cicumcircle()
    • Triangulation.point_in_simplex()
    • Triangulation.reference_invariant()
    • Triangulation.vertex_invariant()
    • Triangulation.volume()
    • Triangulation.volumes()
  • circumsphere()
  • fast_2d_circumcircle()
  • fast_2d_point_in_simplex()
  • fast_3d_circumcircle()
  • fast_norm()
  • orientation()
  • point_in_simplex()
  • resolve_triangulation_class()
  • simplex_volume_in_embedding()
• adaptive.utils module
  • SequentialExecutor
    • SequentialExecutor.map()
    • SequentialExecutor.shutdown()
    • SequentialExecutor.submit()
  • assign_defaults()
  • cache_latest()
  • copy_docstring_from()
  • daskify()
  • load()
  • named_product()
  • partial_function_from_dataframe()
  • restore()
  • save()
• adaptive.notebook_integration module
  • ensure_holoviews()
  • ensure_plotly()
  • in_ipynb()
  • live_info()
  • live_plot()
  • notebook_extension()
  • should_update()