An introduction of Perceptron
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
\[\begin{aligned} &\text{Perceptron}\left(\left\{\left(x^{(i)}, y^{(i)}\right), i=1, \ldots, n\right\}, T\right): \\ &\quad \text{initialize } \theta=0 \text{ (vector);} \\ &\quad \text{for } t=1, \ldots, T \text{ do} \\ &\quad \quad \text{for } i=1, \ldots, n \text{ do} \\ &\quad \quad \quad \text{if } y^{(i)}\left(\theta \cdot x^{(i)}\right) \leq 0 \text{ then} \\ &\quad \quad \quad \quad \text{update } \theta=\theta+y^{(i)} x^{(i)} \end{aligned}\]