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
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