Python KaggleObjective Examples

Example #1

def build_objective(interface_layers):
    # l2 regu on certain layers
    l2_penalty = nn.regularization.regularize_layer_params_weighted(
        interface_layers["regularizable"], nn.regularization.l2)
    # build objective
    return objectives.KaggleObjective(interface_layers["outputs"],
                                      penalty=l2_penalty)

Example #2

File: j3_single_slice7b.py Project: Keesiu/meta-kaggle

def build_objective(interface_layers):
    return objectives.KaggleObjective(interface_layers["outputs"])

Example #3

File: initial_regular.py Project: Keesiu/meta-kaggle

def build_objective(l_ins, l_outs):
    return objectives.KaggleObjective(l_outs)

Example #4

File: j2_crps1.py Project: Keesiu/meta-kaggle

def build_objective(interface_layers):
    l2_penalty = 0  #lasagne.regularization.regularize_layer_params_weighted(interface_layers["regularizable"], lasagne.regularization.l2)
    return objectives.KaggleObjective(interface_layers["outputs"],
                                      penalty=l2_penalty)