accelbrainbase.samplabledata.conditionsampler package

Submodules

accelbrainbase.samplabledata.conditionsampler.labeled_condition_sampler module

class accelbrainbase.samplabledata.conditionsampler.labeled_condition_sampler.LabeledConditionSampler

Bases: accelbrainbase.samplable_data.SamplableData

The class to draw conditional samples from distributions, using a TrueSampler.

References

  • Goodfellow, I., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., … & Bengio, Y. (2014). Generative adversarial nets. In Advances in neural information processing systems (pp. 2672-2680).
  • Mirza, M., & Osindero, S. (2014). Conditional generative adversarial nets. arXiv preprint arXiv:1411.1784.
draw()

Draw samples from distribtions.

Returns:Tuple of `mx.nd.array`s.
get_observable_data()

getter

get_true_sampler()

getter

observable_data

getter

set_observable_data(value)

setter

set_true_sampler(value)

setter

true_sampler

getter

Module contents