Open source libraries
HyTraj
A python package for trajectory modeling and analysis using HYSPLIT. It supports parallel generation of large number of air-parcel trajectories alongwith functionality to perform receptor modeling for air pollution sources analysis alongwith trajectory mining using various machine learning techniques.
Go to Project
pyvortex
A python package for polar vortex analysis. It includes functions to calculate equivalent latitude and edge of polar vortex using Nash criteria (important for polar ozone hole studies).
Go to Project
Bias Correction
A python library to perform bias correction of datasets in order to remove cross-dataset biases. Implemented methods include quantile mapping, modified quantile mapping, scaled distribution mapping (both Gamma and Normal corrections).
Go to Project
Satellite Data Processing
A collection of python scripts to read and correct atmospheric composition profile data from various satellites (GOME2, Aura-MLS, OMPS) like geopotential height, Temperature, ozone, water vapor, N2O, ClO and HNO3.
Go to Project
Land Use Land Cover (LULC) classification
A collection of python scripts to perform LULC analysis using Google Earth Engine (GEE) and raw satellite remote sensing data using random forest and SVM classifiers.
Go to Project
Deep Learning Experiments
A collection of python scripts to learn and implement various neural network based algorithms like clustering using self organising map, music generation using LSTM, variational autoencoder (VAE) from scratch.
Go to Project
Freezing of supercooled water droplet
MATLAB and python codes for numerical investigation of freezing of sessile water droplet and subsequent transformation of its shape. It simulated the evolution of the interaction between all three phases of water droplet after being placed on a supercooled plate.
Go to Project
markdown-scholar
A python tool to convert tables from pandas to latex or markdown format. It has functionality to allow inserting an external table in a markdown document.
Go to Project