def _register_regression(x_dim, y_dim):
return [
ScikitBayesianRidge.ScikitBayesianRidge(
combine_name(QualityRegression.__name__, ScikitBayesianRidge.ScikitBayesianRidge.__name__)),
ScikitSvm.ScikitSvm('rbf', combine_name(QualityRegression.__name__, ScikitSvm.ScikitSvm.__name__)),
TheanetsANNs.TheanetsANNs(x_dim, y_dim, math.floor(x_dim / 2),
combine_name(QualityRegression.__name__, TheanetsANNs.TheanetsANNs.__name__)),
PyBrainANNs.PyBrainANNs(x_dim, y_dim, math.floor(x_dim / 2),
combine_name(QualityRegression.__name__, PyBrainANNs.PyBrainANNs.__name__))
]
def _register_regression(x_dim, y_dim):
return [
ScikitMultiTaskLasso.ScikitMultiTaskLasso(
combine_name(MixedRegression.__name__, ScikitMultiTaskLasso.ScikitMultiTaskLasso.__name__)),
TheanetsANNs.TheanetsANNs(x_dim, y_dim, math.floor(x_dim / 2),
combine_name(MixedRegression.__name__, TheanetsANNs.TheanetsANNs.__name__)),
PyBrainANNs.PyBrainANNs(x_dim, y_dim, math.floor(x_dim / 2),
combine_name(MixedRegression.__name__, PyBrainANNs.PyBrainANNs.__name__))
]
def _register_regression():
return [
ScikitLasso.ScikitLasso(combine_name(ColorRegression.__name__, ScikitLasso.ScikitLasso.__name__)),
ScikitRidge.ScikitRidge(combine_name(ColorRegression.__name__, ScikitRidge.ScikitRidge.__name__))
]
