def __init__(self): SequentialDataSet.__init__(self, 1,1) self.newSequence() self.addSample([-1], [-1]) self.addSample([1], [1]) self.addSample([1], [-1]) self.newSequence() self.addSample([1], [1]) self.addSample([1], [-1]) self.newSequence() self.addSample([1], [1]) self.addSample([1], [-1]) self.addSample([1], [1]) self.addSample([1], [-1]) self.addSample([1], [1]) self.addSample([1], [-1]) self.addSample([1], [1]) self.addSample([1], [-1]) self.addSample([1], [1]) self.addSample([1], [-1]) self.newSequence() self.addSample([1], [1]) self.addSample([1], [-1]) self.addSample([-1], [-1]) self.addSample([-1], [-1]) self.addSample([-1], [-1]) self.addSample([-1], [-1]) self.addSample([-1], [-1]) self.addSample([-1], [-1]) self.addSample([-1], [-1]) self.addSample([1], [1]) self.addSample([-1], [1]) self.addSample([-1], [1]) self.addSample([-1], [1]) self.addSample([-1], [1]) self.addSample([-1], [1]) self.newSequence() self.addSample([-1], [-1]) self.addSample([-1], [-1]) self.addSample([1], [1])
def __init__(self): SequentialDataSet.__init__(self, 1, 1) self.newSequence() self.addSample([-1], [-1]) self.addSample([1], [1]) self.addSample([1], [-1]) self.newSequence() self.addSample([1], [1]) self.addSample([1], [-1]) self.newSequence() self.addSample([1], [1]) self.addSample([1], [-1]) self.addSample([1], [1]) self.addSample([1], [-1]) self.addSample([1], [1]) self.addSample([1], [-1]) self.addSample([1], [1]) self.addSample([1], [-1]) self.addSample([1], [1]) self.addSample([1], [-1]) self.newSequence() self.addSample([1], [1]) self.addSample([1], [-1]) self.addSample([-1], [-1]) self.addSample([-1], [-1]) self.addSample([-1], [-1]) self.addSample([-1], [-1]) self.addSample([-1], [-1]) self.addSample([-1], [-1]) self.addSample([-1], [-1]) self.addSample([1], [1]) self.addSample([-1], [1]) self.addSample([-1], [1]) self.addSample([-1], [1]) self.addSample([-1], [1]) self.addSample([-1], [1]) self.newSequence() self.addSample([-1], [-1]) self.addSample([-1], [-1]) self.addSample([1], [1])
def __init__(self, inp, target, nb_classes=0, class_labels=None): """Initialize an empty dataset. `inp` is used to specify the dimensionality of the input. While the number of targets is given by implicitly by the training samples, it can also be set explicity by `nb_classes`. To give the classes names, supply an iterable of strings as `class_labels`.""" # FIXME: hard to keep nClasses synchronized if appendLinked() etc. is used. SequentialDataSet.__init__(self, inp, target) # we want integer class numbers as targets self.convertField('target', int) if len(self) > 0: # calculate class histogram, if we already have data self.calculateStatistics() self.nClasses = nb_classes self.class_labels = list(range(self.nClasses)) if class_labels is None else class_labels # copy classes (targets may be changed into other representation) self.setField('class', self.getField('target'))
def __init__(self, inp, target, nb_classes=0, class_labels=None): """Initialize an empty dataset. `inp` is used to specify the dimensionality of the input. While the number of targets is given by implicitly by the training samples, it can also be set explicity by `nb_classes`. To give the classes names, supply an iterable of strings as `class_labels`.""" # FIXME: hard to keep nClasses synchronized if appendLinked() etc. is used. SequentialDataSet.__init__(self, inp, target) # we want integer class numbers as targets self.convertField('target', int) if len(self) > 0: # calculate class histogram, if we already have data self.calculateStatistics() self.nClasses = nb_classes self.class_labels = range(self.nClasses) if class_labels is None else class_labels # copy classes (targets may be changed into other representation) self.setField('class', self.getField('target'))
def __init__(self): SequentialDataSet.__init__(self, 0, 1) self.newSequence() self.addSample([], [0]) self.addSample([], [1]) self.addSample([], [0]) self.addSample([], [1]) self.addSample([], [0]) self.addSample([], [1]) self.newSequence() self.addSample([], [0]) self.addSample([], [1]) self.addSample([], [0]) self.addSample([], [1]) self.addSample([], [0]) self.addSample([], [1])
def __init__(self): SequentialDataSet.__init__(self, 0, 1) self.newSequence() self.addSample([],[0]) self.addSample([],[1]) self.addSample([],[0]) self.addSample([],[1]) self.addSample([],[0]) self.addSample([],[1]) self.newSequence() self.addSample([],[0]) self.addSample([],[1]) self.addSample([],[0]) self.addSample([],[1]) self.addSample([],[0]) self.addSample([],[1])