1 files changed, 0 insertions, 31 deletions
diff --git a/model/time_simple_mlp.py b/model/time_simple_mlp.py
deleted file mode 100644
index a52590d..0000000
--- a/model/time_simple_mlp.py
+++ /dev/null
@@ -1,31 +0,0 @@
-from blocks.bricks import application, Identity
-
-import error
-from model.mlp import FFMLP, Stream
-
-
-class Model(FFMLP):
-    def __init__(self, config, **kwargs):
-        super(Model, self).__init__(config, output_layer=Identity, **kwargs)
-        self.inputs.append('input_time')
-
-    @application(outputs=['duration'])
-    def predict(self, **kwargs):
-        outputs = super(Model, self).predict(**kwargs).flatten()
-        if hasattr(self.config, 'exp_base'):
-            outputs = self.config.exp_base ** outputs
-        return kwargs['input_time'] + outputs
-
-    @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, y)
-
-    @cost.property('inputs')
-    def cost_inputs(self):
-        return self.inputs + ['travel_time']