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jacob forgot self.scal_mult
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@ -112,7 +112,7 @@ class SigmoidalRegKernelArthur():
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def forward(self,mtx):
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long_in_bias=self.in_bias.repeat([1,mtx.size()[1]])
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long_out_bias=self.out_bias.repeat([1,mtx.size()[1]])
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return (scal_mult*self.sigmoid(torch.matmul(self.weights,mtx)+long_in_bias))+long_out_bias
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return (self.scal_mult*self.sigmoid(torch.matmul(self.weights,mtx)+long_in_bias))+long_out_bias
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class LogRegKernel():
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parameters= []
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@ -129,7 +129,7 @@ class LogRegKernel():
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def forward(self,mtx):
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long_in_bias=self.in_bias.repeat([1,mtx.size()[1]])
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long_out_bias=self.out_bias.repeat([1,mtx.size()[1]])
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return (scal_mult*torch.log(torch.matmul(self.weights,mtx)+long_in_bias))+long_out_bias
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return (self.scal_mult*torch.log(torch.matmul(self.weights,mtx)+long_in_bias))+long_out_bias
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class ExpRegKernel():
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parameters= []
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@ -146,7 +146,7 @@ class ExpRegKernel():
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def forward(self,mtx):
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long_in_bias=self.in_bias.repeat([1,mtx.size()[1]])
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long_out_bias=self.out_bias.repeat([1,mtx.size()[1]])
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return (scal_mult*torch.exp(torch.matmul(self.weights,mtx)+long_in_bias))+long_out_bias
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return (self.scal_mult*torch.exp(torch.matmul(self.weights,mtx)+long_in_bias))+long_out_bias
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class PolyRegKernel():
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parameters= []
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