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
Blog 📝
This section contains longer and thoroughly elaborated blog posts. The posts cover topics in Machine Learning, Mathematics, Data Science and Visualization.
Each blog contains a detailed explanation of the covered topic. This usually incldues annotated equations, sketches, plots and animated visualizations. Moreover, there is a Python or Javascript open-source implementation.
The 100-page ChatGPT Generated Python Tutorial For Absolute Beginners
How I used ChatGPT to generate a tutorial for Python beginners
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
Neural Networks Hyperparameter Search, the Visualized Way
Track and visualize Machine Learning experiments using HiPlot Parallel Coordinates Plot in Python
Simple but Stunning: Animated Cellular Automata in Python
Illustration, implementation and animation of the elementary cellular automata 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
Integrals are Fun: Illustrated Riemann-Stieltjes Integral
Illustrated examples of the Riemann-Stieltjes Integration in Python with Matplotlib
Animate Your Own Fractals in Python with Matplotlib
What are Fractals and How to Make Your Own
Integrals are Easy: Visualized Riemann Integration in Python
Animated Visualization of the Riemann Numerical Integration in Python with Matplotlib
Forget Determinism, see Randomness in Action: How to Model Stock Price
Geometric 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
Animated Visualization of Brownian Motion in Python
Animation and visualization of Brownian Motion in Python with Matplotlib
Animated Visualization of Random Walks in Python
Animation and visualization of random walks with Matplotlib in Python
JavaScript: Graph Visualization using Cytoscape JS
Hands-on experience with Cytoscape JS
JavaScript: Discover the Graph-Visualization Ecosystem
Overview of the JavaScript Graph-Visualization libraries
JavaScript: Discover Different Visualization Tools - Part 1
Overview of the JavaScript charting libraries with a hands-on experience
The importance of interactive data visualization
Hands-on experience with D3.js to create a Parallel Coordinates plot
Why doing Hackathons
How participation in Hackathons can be beneficial for you.
Intro to Goal-Oriented (GO) Dialogue Systems
Demystifying GO Chatbots
GSoC Final Submission
GSoC ‘17 has ended. Time for the last submission.
Deep Learning Module in TMVA
The development of a Deep Learning Module in TMVA
Google Summer of Code ‘17
Accepted for the Google Summer of Code ‘17 for CERN-HSF