class learnChance(object):
'''this class is responsible for teaching the machine'''
def __init__(self,TIV):
'''constructor'''
self.engine = NNEngine(CARDS_SIZE*TIV.RUN_WINDOW_SIZE,CARDS_SIZE,TIV)
def _retVal(self,List):
'''this method recieves a list of 32 values and returns its values seperatly '''
return (List[0],List[1],List[2],List[3],List[4],List[5],List[6],List[7],
List[8],List[9],List[10],List[11],List[12],List[13],List[14],List[15],
List[16],List[17],List[18],List[19],List[20],List[21],List[22],List[23],
List[24],List[25],List[26],List[27],List[28],List[29],List[30],List[31])
def learnNow(self,windowSize,trainingData,TIV):
'''this method is responsible for teaching the machine it resives the trainig list and window size'''
arr = trainingData
#print " arr is" , arr
inputList = []
for i in range(0,len(arr)-windowSize):
outputList = self._retVal(arr[i+windowSize])
inputList = []
for j in range(0,windowSize):
for k in range(0,CARDS_SIZE):
index = j*CARDS_SIZE + k
retval = self._retVal(arr[i+j])
inputList.insert(index,retval[k])
self.engine.collectData(inputList,outputList)
#print "number of trains : "
#epocs option 1
#for j in range(0,EPOCH):
# print self.engine.train(TIV,EPOCH)
print "number of trainning", self.engine.train(TIV)
#self.engine.train(TIV)
def calcResolts(self,result):
'''this method recieves the latest window size inputs and returns the result our machine calculated'''
res = self.engine.getResult(result)
#print "machine calculated ", res
return res[0]
def __init__(self,TIV):
'''constructor'''
self.engine = NNEngine(CARDS_SIZE*TIV.RUN_WINDOW_SIZE,CARDS_SIZE,TIV)
