syne_tune.optimizer.schedulers.neuralbands.neuralband_supplement module

syne_tune.optimizer.schedulers.neuralbands.neuralband_supplement.is_continue_decision(trial_decision)

Return type:

bool

class syne_tune.optimizer.schedulers.neuralbands.neuralband_supplement.NeuralbandSchedulerBase(config_space, step_size, max_while_loop, **kwargs)

Bases: HyperbandScheduler

on_trial_result(trial, result)

We simply relay result to the searcher. Other decisions are done in on_trial_complete.

Return type:

str

class syne_tune.optimizer.schedulers.neuralbands.neuralband_supplement.NeuralbandEGreedyScheduler(config_space, epsilon=0.1, step_size=30, max_while_loop=100, **kwargs)

Bases: NeuralbandSchedulerBase

class syne_tune.optimizer.schedulers.neuralbands.neuralband_supplement.NeuralbandTSScheduler(config_space, lamdba=0.1, nu=0.01, step_size=30, max_while_loop=100, **kwargs)

Bases: NeuralbandSchedulerBase

class syne_tune.optimizer.schedulers.neuralbands.neuralband_supplement.NeuralbandUCBScheduler(config_space, lamdba=0.01, nu=0.01, step_size=30, max_while_loop=100, **kwargs)

Bases: NeuralbandSchedulerBase