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@ -7,11 +7,11 @@ class rgb(object): |
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if( not loadedWeights or not loadedBias ): # if one is null (None) then just generate new ones |
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if( not loadedWeights or not loadedBias ): # if one is null (None) then just generate new ones |
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print("Generating weights and biases...") |
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print("Generating weights and biases...") |
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self.weights = [ ai.genRandomMatrix(4, 3), ai.genRandomMatrix(4, 4), ai.genRandomMatrix(3, 4) ] # array of matrices of weights |
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self.weights = [ ai.genRandomMatrix(3, 4), ai.genRandomMatrix(4, 4), ai.genRandomMatrix(4, 3) ] # array of matrices of weights |
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# 3 input neurons -> 4 hidden neurons -> 4 hidden neurons -> 3 output neurons |
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# 3 input neurons -> 4 hidden neurons -> 4 hidden neurons -> 3 output neurons |
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# Generate the biases |
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# Generate the biases |
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self.bias = [ ai.genRandomMatrix(4, 1), ai.genRandomMatrix(4, 1), ai.genRandomMatrix(3, 1) ] |
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self.bias = [ ai.genRandomMatrix(1, 4), ai.genRandomMatrix(1, 4), ai.genRandomMatrix(1, 3) ] |
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# This doesn't look very good, but it works so... |
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# This doesn't look very good, but it works so... |
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else: # if we want to load our progress from before then this would do it |
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else: # if we want to load our progress from before then this would do it |
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@ -22,8 +22,13 @@ class rgb(object): |
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print("learn") |
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print("learn") |
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def think(self, inp:np.array): |
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def think(self, inp:np.array): |
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print("\n-Input-") |
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print(inp) |
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print("\n") |
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res = ai.think( inp, self.weights, self.bias ) |
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res = ai.think( inp, self.weights, self.bias ) |
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print("\n-Result-") |
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print("\n-Output-") |
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print(res) |
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print(res) |
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def init(): # init func |
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def init(): # init func |
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