Exemplos de TaskGroup.add_task em Python

Exemplo n.º 1

Arquivo: transfer_multitask_group_regression.py Projeto: behollis/muViewBranch

def transfer_multitask_group_regression(fm_train=traindat,fm_test=testdat,label_train=label_traindat):

	from modshogun import RegressionLabels, RealFeatures, Task, TaskGroup, MultitaskLSRegression

	features = RealFeatures(traindat)
	labels = RegressionLabels(label_train)

	n_vectors = features.get_num_vectors()
	task_one = Task(0,n_vectors/2)
	task_two = Task(n_vectors/2,n_vectors)
	task_group = TaskGroup()
	task_group.add_task(task_one)
	task_group.add_task(task_two)

	mtlsr = MultitaskLSRegression(0.1,features,labels,task_group)
	mtlsr.train()
	mtlsr.set_current_task(0)
	out = mtlsr.apply_regression().get_labels()
	return out

Exemplo n.º 2

def transfer_multitask_group_regression(fm_train=traindat,
                                        fm_test=testdat,
                                        label_train=label_traindat):

    from modshogun import RegressionLabels, RealFeatures, Task, TaskGroup, MultitaskLSRegression

    features = RealFeatures(traindat)
    labels = RegressionLabels(label_train)

    n_vectors = features.get_num_vectors()
    task_one = Task(0, n_vectors / 2)
    task_two = Task(n_vectors / 2, n_vectors)
    task_group = TaskGroup()
    task_group.add_task(task_one)
    task_group.add_task(task_two)

    mtlsr = MultitaskLSRegression(0.1, features, labels, task_group)
    mtlsr.train()
    mtlsr.set_current_task(0)
    out = mtlsr.apply_regression().get_labels()
    return out