📜 API Documentation#
Learners#
- adaptive.AverageLearner
AverageLearnerAverageLearner.dataAverageLearner.pending_pointsAverageLearner.npointsAverageLearner.ask()AverageLearner.load_dataframe()AverageLearner.loss()AverageLearner.meanAverageLearner.n_requestedAverageLearner.new()AverageLearner.plot()AverageLearner.remove_unfinished()AverageLearner.stdAverageLearner.tell()AverageLearner.tell_pending()AverageLearner.to_dataframe()AverageLearner.to_numpy()
- adaptive.AverageLearner1D
AverageLearner1DAverageLearner1D.ask()AverageLearner1D.load_dataframe()AverageLearner1D.min_samples_per_pointAverageLearner1D.new()AverageLearner1D.nsamplesAverageLearner1D.plot()AverageLearner1D.tell()AverageLearner1D.tell_many()AverageLearner1D.tell_many_at_point()AverageLearner1D.tell_pending()AverageLearner1D.to_dataframe()AverageLearner1D.to_numpy()
- adaptive.BaseLearner
BaseLearnerBaseLearner.functionBaseLearner.dataBaseLearner.pending_pointsBaseLearner.npointsBaseLearner.ask()BaseLearner.copy_from()BaseLearner.dataBaseLearner.functionBaseLearner.load()BaseLearner.load_dataframe()BaseLearner.loss()BaseLearner.new()BaseLearner.npointsBaseLearner.pending_pointsBaseLearner.remove_unfinished()BaseLearner.save()BaseLearner.tell()BaseLearner.tell_many()BaseLearner.tell_pending()BaseLearner.to_dataframe()
- adaptive.BalancingLearner
BalancingLearnerBalancingLearner.learnersBalancingLearner.functionBalancingLearner.strategyBalancingLearner.ask()BalancingLearner.dataBalancingLearner.from_product()BalancingLearner.load()BalancingLearner.load_dataframe()BalancingLearner.loss()BalancingLearner.new()BalancingLearner.npointsBalancingLearner.nsamplesBalancingLearner.pending_pointsBalancingLearner.plot()BalancingLearner.remove_unfinished()BalancingLearner.save()BalancingLearner.strategyBalancingLearner.tell()BalancingLearner.tell_pending()BalancingLearner.to_dataframe()
- adaptive.DataSaver
- adaptive.IntegratorLearner
IntegratorLearnerIntegratorLearner.add_ival()IntegratorLearner.approximating_intervalsIntegratorLearner.ask()IntegratorLearner.done()IntegratorLearner.errIntegratorLearner.igralIntegratorLearner.load_dataframe()IntegratorLearner.loss()IntegratorLearner.new()IntegratorLearner.npointsIntegratorLearner.plot()IntegratorLearner.pop_from_stack()IntegratorLearner.propagate_removed()IntegratorLearner.remove_unfinished()IntegratorLearner.tell()IntegratorLearner.tell_pending()IntegratorLearner.to_dataframe()IntegratorLearner.to_numpy()
- adaptive.Learner1D
Learner1DLearner1D.dataLearner1D.pending_pointsLearner1D.ask()Learner1D.load_dataframe()Learner1D.loss()Learner1D.new()Learner1D.npointsLearner1D.plot()Learner1D.remove_unfinished()Learner1D.tell()Learner1D.tell_many()Learner1D.tell_pending()Learner1D.to_dataframe()Learner1D.to_numpy()Learner1D.vdim
- Custom loss functions
- adaptive.Learner2D
Learner2DLearner2D.dataLearner2D.pending_pointsLearner2D.stack_sizeLearner2D.aspect_ratioLearner2D.ask()Learner2D.bounds_are_doneLearner2D.inside_bounds()Learner2D.interpolated_on_grid()Learner2D.interpolator()Learner2D.ip()Learner2D.load_dataframe()Learner2D.loss()Learner2D.new()Learner2D.npointsLearner2D.plot()Learner2D.remove_unfinished()Learner2D.tell()Learner2D.tell_pending()Learner2D.to_dataframe()Learner2D.to_numpy()Learner2D.vdimLearner2D.xy_scale
- Custom loss functions
- Helper functions
- adaptive.LearnerND
LearnerNDLearnerND.dataLearnerND.pointsLearnerND.valuesLearnerND.pending_pointsLearnerND.ask()LearnerND.bounds_are_doneLearnerND.inside_bounds()LearnerND.load_dataframe()LearnerND.loss()LearnerND.new()LearnerND.npointsLearnerND.plot()LearnerND.plot_3D()LearnerND.plot_isoline()LearnerND.plot_isosurface()LearnerND.plot_slice()LearnerND.pointsLearnerND.remove_unfinished()LearnerND.tell()LearnerND.tell_pending()LearnerND.to_dataframe()LearnerND.to_numpy()LearnerND.triLearnerND.valuesLearnerND.vdim
- Custom loss functions
- adaptive.SequenceLearner
SequenceLearnerSequenceLearner.dataSequenceLearner.ask()SequenceLearner.done()SequenceLearner.load_dataframe()SequenceLearner.loss()SequenceLearner.new()SequenceLearner.npointsSequenceLearner.remove_unfinished()SequenceLearner.result()SequenceLearner.tell()SequenceLearner.tell_pending()SequenceLearner.to_dataframe()
- adaptive.SKOptLearner
Runners#
- adaptive.Runner
- adaptive.AsyncRunner
AsyncRunnerAsyncRunner.taskAsyncRunner.learnerAsyncRunner.logAsyncRunner.to_retryAsyncRunner.tracebacksAsyncRunner.pending_pointsAsyncRunner.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
- adaptive.runner.BaseRunner
- Runner extras