Blog

Simple Graph Neural Network

Simple example of applying graph neural networks for node classification

February 1, 2021

Simple Dropout using PyTorch

Simple uncertainity estimate using dropout in PyTorch.

December 18, 2020
November 29, 2020

Analysis on Spice Use in Indian Food

Analyze 6000+ recipes to find relations between spices most frequently used in Indian cuisine.

November 8, 2020

Bollywood Movie Rating Analysis

Scrapped IMDB database to analyze trends in Bollywood movie ratings and release volume over the years

August 11, 2020

Web scraping S&P 500 data

Generate a list of S&P 500 companies and plot their market valuation over the months.

August 9, 2020

Bayesian Optimization using Gaussian Processes

Minimal example explaining how bayesian optimization works

April 26, 2020

Central limit theorem

Quick visual discussion on what is central limit theorem

December 20, 2019

Property Price Prediction ML-model

Regression model to predict median house values in Californian districts

November 1, 2019

Implement CNN in PyTorch

Example of how to implement a convolutional neural network in PyTorch

October 7, 2019

About Support Vector Machines

Notebook looking at workings of SVM (support vector machine).

April 23, 2019

Perovskite Stability Analysis

High throughput screening of Materials Project dataset for estimating perovskite bulk stability. For selected candidates, analyze their surface morphology using ab-initio thermodynamic analysis.

March 10, 2019
Nifty tech tag lists fromĀ Wouter Beeftink