1 files changed, 0 insertions, 34 deletions
diff --git a/model/dest_simple_mlp_tgtcls.py b/model/dest_simple_mlp_tgtcls.py
deleted file mode 100644
index 46fca2b..0000000
--- a/model/dest_simple_mlp_tgtcls.py
+++ /dev/null
@@ -1,34 +0,0 @@
-import numpy
-import theano
-from theano import tensor
-from blocks.bricks import application, Softmax
-
-import error
-from model.mlp import FFMLP, Stream
-
-
-class Model(FFMLP):
-    def __init__(self, config, **kwargs):
-        super(Model, self).__init__(config, output_layer=Softmax, **kwargs)
-        self.classes = theano.shared(numpy.array(config.tgtcls, dtype=theano.config.floatX), name='classes')
-
-    @application(outputs=['destination'])
-    def predict(self, **kwargs):
-        cls_probas = super(Model, self).predict(**kwargs)
-        return tensor.dot(cls_probas, self.classes)
-
-    @predict.property('inputs')
-    def predict_inputs(self):
-        return self.inputs
-
-    @application(outputs=['cost'])
-    def cost(self, **kwargs):
-        y_hat = self.predict(**kwargs)
-        y = tensor.concatenate((kwargs['destination_latitude'][:, None],
-                                kwargs['destination_longitude'][:, None]), axis=1)
-
-        return error.erdist(y_hat, y).mean()
-
-    @cost.property('inputs')
-    def cost_inputs(self):
-        return self.inputs + ['destination_latitude', 'destination_longitude']