Python HTMPredictionModel._removeUnlikelyPredictions Examples

Example #1

File: htmpredictionmodel_test.py Project: sahityasridhar08/nupic.py

 def testRemoveUnlikelyPredictionsSingleValues(self):
     result = HTMPredictionModel._removeUnlikelyPredictions({1: 0.1}, 0.01,
                                                            3)
     self.assertDictEqual(result, {1: 0.1})
     result = HTMPredictionModel._removeUnlikelyPredictions({1: 0.001},
                                                            0.01, 3)
     self.assertDictEqual(result, {1: 0.001})

Example #2

File: htmpredictionmodel_test.py Project: sahityasridhar08/nupic.py

 def testRemoveUnlikelyPredictionsComplex(self):
     result = HTMPredictionModel._removeUnlikelyPredictions(
         {
             1: 0.1,
             2: 0.2,
             3: 0.3,
             4: 0.004
         }, 0.01, 3)
     self.assertDictEqual(result, {1: 0.1, 2: 0.2, 3: 0.3})
     result = HTMPredictionModel._removeUnlikelyPredictions(
         {
             1: 0.1,
             2: 0.2,
             3: 0.3,
             4: 0.4,
             5: 0.005
         }, 0.01, 3)
     self.assertDictEqual(result, {2: 0.2, 3: 0.3, 4: 0.4})
     result = HTMPredictionModel._removeUnlikelyPredictions(
         {
             1: 0.1,
             2: 0.2,
             3: 0.3,
             4: 0.004,
             5: 0.005
         }, 0.01, 3)
     self.assertDictEqual(result, {1: 0.1, 2: 0.2, 3: 0.3})

Example #3

File: htmpredictionmodel_test.py Project: Erichy94/nupic

 def testRemoveUnlikelyPredictionsMaxPredictions(self):
   result = HTMPredictionModel._removeUnlikelyPredictions({1: 0.1, 2: 0.2, 3: 0.3},
                                                          0.01, 3)
   self.assertDictEqual(result, {1: 0.1, 2: 0.2, 3: 0.3})
   result = HTMPredictionModel._removeUnlikelyPredictions(
       {1: 0.1, 2: 0.2, 3: 0.3, 4: 0.4}, 0.01, 3)
   self.assertDictEqual(result, {2: 0.2, 3: 0.3, 4: 0.4})

Example #4

File: htmpredictionmodel_test.py Project: hoploop/nupic3

 def testRemoveUnlikelyPredictionsLikelihoodThresholds(self):
   result = HTMPredictionModel._removeUnlikelyPredictions({1: 0.1, 2: 0.001}, 0.01, 3)
   self.assertDictEqual(result, {1: 0.1})
   result = HTMPredictionModel._removeUnlikelyPredictions({1: 0.001, 2: 0.002}, 0.01, 3)
   self.assertDictEqual(result, {2: 0.002})
   result = HTMPredictionModel._removeUnlikelyPredictions({1: 0.002, 2: 0.001}, 0.01, 3)
   self.assertDictEqual(result, {1: 0.002})

Example #5

File: htmpredictionmodel_test.py Project: sahityasridhar08/nupic.py

 def testRemoveUnlikelyPredictionsEmpty(self):
     result = HTMPredictionModel._removeUnlikelyPredictions({}, 0.01, 3)
     self.assertDictEqual(result, {})

Example #6

File: htmpredictionmodel_test.py Project: Erichy94/nupic

 def testRemoveUnlikelyPredictionsSingleValues(self):
   result = HTMPredictionModel._removeUnlikelyPredictions({1: 0.1}, 0.01, 3)
   self.assertDictEqual(result, {1: 0.1})
   result = HTMPredictionModel._removeUnlikelyPredictions({1: 0.001}, 0.01, 3)
   self.assertDictEqual(result, {1: 0.001})

Example #7

File: htmpredictionmodel_test.py Project: Erichy94/nupic

 def testRemoveUnlikelyPredictionsEmpty(self):
   result = HTMPredictionModel._removeUnlikelyPredictions({}, 0.01, 3)
   self.assertDictEqual(result, {})