Having recently got into the wild world of `glsl` shaders, I wanted to experiment if I could get `glsl` shaders rendering in my `hugo` blog. It was surprisingly easier that I expected it to be. The …
{{< plotly-plot name="plot-fest" >}} \begin{align} \label{eq:one} \pdv{x}{y} + \Delta \end{align} The Eq.(\ref{eq:one}) is a test.
In calculus, we often talk intuitively about limits: "as $x$ gets closer and closer to $a$, $f(x)$ gets closer and closer to $L$." But what does "close" actually mean? To build calculus on solid …
Collection of blog posts on various topics on science, society programming, physics etc.
In the [previous post][fnn] we discussed how to make functional Neural Network (NN) with julia. In [another post][nn-package] we discussed how to package our NN into an independent julia package. As …
In a seris of previous posts we, described how to make a [fully functional Neural Network][fnn] in julia. Lets create a package so that we can import the neural network in julia as a regular package …
After a series of [previous posts][activation-func] we hav learned the key steps of making a Machine Learning: 1. [Gradient Descent][basicnn] 2. [Back Propagation][backprop] 3. [Adding Multiple …
As we saw in [previous post][multinode] addition of any number of layers and any number of nodes will only be able to model a linear functions. If we want our network to also be able to learn non …
In the previous two posts we have already seen how to construct a single neuron neural network with or without hidden layer. If we want to input multidimensional input and get multidimensional output …