--- a/pylearn/datasets/flickr.py	Wed Jan 14 15:54:39 2009 -0500
+++ b/pylearn/datasets/flickr.py	Wed Jan 14 17:00:57 2009 -0500
@@ -15,22 +15,19 @@
     #TODO: make path an option,
     #TODO: make default path relative to data_root()
     f = open('flickr_10classes_test.ft')
-    data = filetensor.read(f)
-    return data.T.copy() #put in to one example per row, row major
+    return filetensor.read(f)
 
 def train_10class():
     #TODO: make path an option,
     #TODO: make default path relative to data_root()
     f = open('flickr_10classes_train.ft')
-    data = filetensor.read(f)
-    return data.T.copy() #put in to one example per row, row major
+    return filetensor.read(f)
 
 def valid_10class():
     #TODO: make path an option,
     #TODO: make default path relative to data_root()
     f = open('flickr_10classes_valid.ft')
-    data = filetensor.read(f)
-    return data.T.copy() #put in to one example per row, row major
+    return filetensor.read(f)
 
 def basic_10class():
     """Return the basic flickr image classification problem.