Page Not Found
Page not found. Your pixels are in another canvas.
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.
Pages
Welcome to iSquared
A place for ā¦ Explainable science to go from āI think I understandā to āNow I fully understandā. To see more scroll down or click on the buttons bellow. En...
Posts
blog
Google Summer of Code ā17
Accepted for the Google Summer of Code ā17 for CERN-HSF
Deep Learning Module in TMVA
The development of a Deep Learning Module in TMVA
GSoC Final Submission
GSoC ā17 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
tips
Boiler plate code? Enter cht.sh command line!
You donāt need GitHub Copilot to find boilerplate code.
Understanding unix commands was never easer. Hereās 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
Make the learning curve of an ML model more informative
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
Focus on what instead of how to plot your 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 āAttention 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. Hereās 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
visualizations
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 Circleās 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
SierpiÅski Triangle: Fractal Christmas Tree
Ho Ho Ho! Mery Christmas!
The Barnsley Fern: Ferns Seen as Fractals (not only as plants)
Ferns can also be fractals. Generate and plot the Barnsley Fern fractal in Python using Matplotlib
Convergence of T-distribution to Normal Distribution. Visualized!
How the t-distribution approaches the normal distribution as the degrees of freedom increase.