Remove _simple

1 files changed, 0 insertions, 33 deletions

diff --git a/model/time_simple_mlp_tgtcls.py b/model/time_simple_mlp_tgtcls.py
deleted file mode 100644
index 35c8d8a..0000000
--- a/model/time_simple_mlp_tgtcls.py
+++ /dev/null
@@ -1,33 +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, output_layer=Softmax).__init__(config, **kwargs)
-        self.classes = theano.shared(numpy.array(config.tgtcls, dtype=theano.config.floatX), name='classes')
-        self.inputs.append('input_time')
-
-    @application(outputs=['duration'])
-    def predict(self, **kwargs):
-        cls_probas = super(Model, self).predict(**kwargs)
-        return kwargs['input_time'] + 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 = kwargs['travel_time']
-        return error.rmsle(y_hat.flatten(), y.flatten())
-
-    @cost.property('inputs')
-    def cost_inputs(self):
-        return self.inputs + ['travel_time']