# Sitemap

A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

## Welcome to iSquared

A place for ā¦ Explainable science to go from āI think I understandā to āNow I fully understandā. To see more scroll down or click on the buttons bellow. En...

## Google Summer of Code ā17

Accepted for the Google Summer of Code ā17 for CERN-HSF

## Deep Learning Module in TMVA

The development of a Deep Learning Module in TMVA

## GSoC Final Submission

GSoC ā17 has ended. Time for the last submission.

## Intro to Goal-Oriented (GO) Dialogue Systems

Demystifying GO Chatbots

## Why doing Hackathons

How participation in Hackathons can be beneficial for you.

## The importance of interactive data visualization

Hands-on experience with D3.js to create a Parallel Coordinates plot

## JavaScript: Discover Different Visualization Tools - Part 1

Overview of the JavaScript charting libraries with a hands-on experience

## JavaScript: Discover the Graph-Visualization Ecosystem

Overview of the JavaScript Graph-Visualization libraries

## JavaScript: Graph Visualization using Cytoscape JS

Hands-on experience with Cytoscape JS

## Animated Visualization of Random Walks in Python

Animation and visualization of random walks with Matplotlib in Python

## Animated Visualization of Brownian Motion in Python

Animation and visualization of Brownian Motion in Python with Matplotlib

## Random Walks Have Never Been Funnier: Drifted Brownian Motion in Python

Simulation and Animation of Brownian Motion with Drift and Volatility in Python with Matplotlib

## Forget Determinism, see Randomness in Action: How to Model Stock Price

Geometric Brownian Motion in Python with Matplotlib

## Integrals are Easy: Visualized Riemann Integration in Python

Animated Visualization of the Riemann Numerical Integration in Python with Matplotlib

## Animate Your Own Fractals in Python with Matplotlib

What are Fractals and How to Make Your Own

## Integrals are Fun: Illustrated Riemann-Stieltjes Integral

Illustrated examples of the Riemann-Stieltjes Integration in Python with Matplotlib

## The new normal that changes the way we do AI. Here is how, with illustrated examples

Illustrated examples on how and why to use and adopt the BERT-like models

## Simple but Stunning: Animated Cellular Automata in Python

Illustration, implementation and animation of the elementary cellular automata in Python with Matplotlib

## Neural Networks Hyperparameter Search, the Visualized Way

Track and visualize Machine Learning experiments using HiPlot Parallel Coordinates Plot in Python

## Track the CO2 emissions of your Python code the same way you time it. Here is how!

Estimating your Python code CO2 emissions was never easier using tools like CodeCarbon

## The 100-page ChatGPT Generated Python Tutorial For Absolute Beginners

How I used ChatGPT to generate a tutorial for Python beginners

## Batch vs Layer Normalization in Deep Neural Nets. The Illustrated Way!

Intuitive illustration of the batch and layer normalization techniques in neural networks with PyTorch implementation

## Boiler plate code? Enter cht.sh command line!

You donāt need GitHub Copilot to find boilerplate code.

## Understanding unix commands was never easer. Hereās how!

Using the explainshell tool to understand the unix command and decrypt the myriad of arguments

## I wish every data scientist had interactive data explorers like this one!

This interactive visualization exploring the MNIST data UMAP projections is amazing

Track the loss per class per epoch when training a machine learning model to reveal the learning curve for different classes.

## Understand high-dimensional data with three lines of code

Using 3 different types of plots from the Pandas plotting API we can understand any multivariate data

Using the Altair Python API we can focus on what instead of how to visualize the data

## Make every line of your Python code to count with these 4 profilers

How to completely profile your Python code using snakeviz, line_profiler, memory_profiler and pyinstrument

## Can ChatGPT turn LaTeX equations into Python code?

Turning the attention equation from āAttention is All you Needā into code using ChatGPT

## The beauty of the Walrus Operator in Python

How to use the Python Walrus operator to make expressions simpler. Hereās how when computing gradients with JAX.

## Can ChatGPT differentiate and code it in Python? It seems so!

Asking ChatGPT to calculate the differential of a funtion step by step and implement it in Python

## Parallel Coordinates Laptops Visualization

Laptop Visualizations using Parallel Coordinates plot generated with D3 JS

## Interactive Graph Visualization at its Finest

JDK class dependency as an interactive graph using Cytoscape JS

## Simple Random Walk

Animated visualization of simple random walk with Matplotlib

## Brownian Motion Construction

Convergence of the Simple Random Walk to a Brownian Motion with Matplotlib

## Biased Brownian Motion

Animation of Brownian Motion only with Drift with Matplotlib

## Volatile Brownian Motion

Animation of Brownian Motion with Volatility with Matplotlib

## Pi Approximation

Visualized approximation of Pi by randomly drawing points

## Zero Mean, Infinite Variance

The Geometric Brownian Motion can have zero mean and infinite variance

## The million possible paths of a single random process

Monte Carlo simulation of a single Geometric Brownian Motion

## Reflection Principle of Brownian Motion

Visualization of the Brownian Motion Reflection Principle with Matplotlib

## Riemann Sums

Animated Visualization of the Riemann Sums using Matplotlib

## Calculation of the Circleās Area Explained Visually

How to numerically calculate the area of a circle in Python

## This is why the Mandelbrot sets are amazing!

Implement and make a visualization of the Mandelbrot set. All in Python with Matplotlib

## Visualized Koch Snowflake in Python with Matplotlib

How to mathematically construct a perfect snowflake?

## Julia Set: Animate your own in Python with Matplotlib

The mind-gobbling properties of the Julia Set through the prism of visualization

## Chaotic Beauty: Bifurcation Diagram Animation with Matplotlib

It is strange how seemingly simple things turn out to be so chaotic.

## The holy grail of mathematics: animated visualization of the Riemann Zeta zeros

Not an ordinary function, animating the zeros of the Riemann Zeta function in Python using Matplotlib

## SierpiÅski Triangle: Fractal Christmas Tree

Ho Ho Ho! Mery Christmas!