https://iamsecretlyflash.github.io/blog/ Recent content in Blog on Vaibhav Seth Hugo -- 0.141.0 en-us Fri, 07 Feb 2025 02:39:55 +0530 https://iamsecretlyflash.github.io/blog/universalapprox/article/ Fri, 07 Feb 2025 02:39:55 +0530 https://iamsecretlyflash.github.io/blog/universalapprox/article/ <p>If you have read of neural networks, there&rsquo;s some chance you must have heard of the universal approximation theorem. The key principle that makes these machines so powerful.</p> <h3 id="universal-approximation-theorem">Universal Approximation Theorem</h3> <p> The Universal Approximation Theorem states that a feedforward neural network with a single hidden layer containing a finite number of neurons can approximate any continuous function on a compact subset of \(\mathbb{R}^n\), provided the activation function is non-constant, bounded, and continuous. </p> https://iamsecretlyflash.github.io/blog/guide/ Sat, 18 Jan 2025 18:13:33 +0530 https://iamsecretlyflash.github.io/blog/guide/ <h2 id="just-why">Just Why?</h2> <p>The first thing that needs to be addressed is why I decided to make this website. Why did I spend the entirety of 19th January 2025 figuring out how to host this goddamn webpage?</p> <p>The reasons are threefold:</p> <ul> <li>I have lately realized I love to yap, have tons of thoughts, and would love a place to pen (type) them down (hence the blog).</li> <li>I have always been somewhat obsessed with the idea of having a domain name for myself. I splurged a bit today and therefore had to add content to the page with my name—what better than random thoughts?</li> <li>I have to thank Aniruddha Deb for the idea of hosting a blog page using Hugo. I have always enjoyed reading his blogs and was inspired by him to create something similar.</li> </ul> <p>You will see that the theme of this page is inspired by <a href="https://www.aniruddhadeb.com">Aniruddha&rsquo;s page</a> because I found Hugo through his blog and used some style elements from his GitHub repository.</p>