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#LyX 2.2 created this file. For more info see http://www.lyx.org/
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Assignment X
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Computional Intelligence (CS), SS20XY
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Team Members
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Last name
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\begin_layout Section
Derivation of Gradient
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J(\theta)= & -\frac{1}{m}\cdotp\sum_{i=1}^{m}(y^{(i)}\cdotp log(h_{\theta}(x^{(i)}))+(1-y^{(i)})\cdotp log(1-h_{\theta}x^{(i)})\\
= & -\frac{1}{m}\cdotp\sum_{i=1}^{m}(y^{(i)}\cdotp log(\sigma(x^{(i)T}\theta))+(1-y^{(i)})\cdotp log(1-\sigma(x^{(i)T}\theta))
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Annotation
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(2) 
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Poly degree 1
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Gradient descent
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