Sample a categorical value.
Initializes a default search space for hyper parameter search.
Returns the mutations for the hyperparameter - only applicable for PBT (population based training).
Returns the initial hyper parameter search space.
Grid search over a value.
Sample an integer value log-uniformly between lower and upper, with base 10.
TransformersHpSearchSpace.lograndint(String parameter,
int lower,
int upper,
float base)
Sample an integer value log-uniformly between lower and upper, with base being the base of logarithm.
TransformersHpSearchSpace.loguniform(String parameter,
float lower,
float upper)
Sugar for sampling in different orders of magnitude.
TransformersHpSearchSpace.loguniform(String parameter,
float lower,
float upper,
float base)
Sugar for sampling in different orders of magnitude.
Sample an integer value log-uniformly between lower and upper, with base 10.
TransformersHpSearchSpace.qlograndint(String parameter,
int lower,
int upper,
int q,
float base)
Sample an integer value log-uniformly between lower and upper, with base being the base of logarithm.
TransformersHpSearchSpace.qloguniform(String parameter,
float lower,
float upper,
float q)
Sugar for sampling in different orders of magnitude.
TransformersHpSearchSpace.qloguniform(String parameter,
float lower,
float upper,
float q,
float base)
Sugar for sampling in different orders of magnitude.
TransformersHpSearchSpace.qrandint(String parameter,
int lower,
int upper)
Sample an integer value uniformly between lower and upper.
TransformersHpSearchSpace.qrandint(String parameter,
int lower,
int upper,
int q)
Sample an integer value uniformly between lower and upper.
TransformersHpSearchSpace.qrandn(String parameter,
float mean,
float sd,
float q)
Sample a float value normally with mean and sd.
TransformersHpSearchSpace.quniform(String parameter,
float lower,
float upper,
float q)
Sample a quantized float value uniformly between lower and upper.
TransformersHpSearchSpace.randint(String parameter,
int lower,
int upper)
Sample an integer value uniformly between lower and upper.
Sample a float value normally with mean 0 and sd 1.
TransformersHpSearchSpace.randn(String parameter,
float mean,
float sd)
Sample a float value normally with mean and sd.
TransformersHpSearchSpace.uniform(String parameter,
float lower,
float upper)
Sample a float value uniformly between lower and upper.