Pankaj Kumar's Projects
FUSE filesystem over Google Drive
Hagelslag is an object-based severe storm hazard forecasting system.
Turn Python scripts into handouts with Markdown and figures
Data harmonization toolset for scientific earth observation data
High-dimensional medians (medoid, geometric median, etc.). Fast implementations in Python.
🏖 Easy training and deployment of seq2seq models.
Explorative multivariate statistics in Python
Python version of matlab codes given at the end of each chapter in Holton's An Introduction to Dynamic Meteorology book
Python downloader with progress
Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.
Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler.
A library to create multi-page Streamlit applications with ease.
Tools for training and using unsupervised autoencoders and supervised deep learning classifiers for hyperspectral data.
Implementation of HySPLIT based trajectory modeling and analysis in python.
IEEE paper template for pandoc
Aerial imagery analysis, processing, and presentation scripts.
Conducts image stitching upon an input video to generate a panorama in 3D
🎥 Streams the movie/ tv series instantly.
🎷 Downloads Music From The Web
Dimensionality reduction in very large datasets using Siamese Networks
Generates pretty HTML, LaTeX, markdown, with biodata feeded as input in JSON
Create beautiful, publication-quality books and documents from computational content.
Launch Jupyter Lab over SSH with a single command!
Making before/after image sliders in JupyterLab
Kalman Filter implementation in Python using Numpy only in 30 lines.
Keras implementation of LSTM Variational Autoencoder
Implementation of a radiative-convective equilibrium model.
pix2tex: Using a ViT to convert images of equations into LaTeX code.
We present the NASA Ames Legacy Mars Global Climate Model for public release. This model uses a modified version of the ARIES/GEOS dynamical core coupled with a set of Mars physics packages to simulate the martian climate. The physics packages include the treatment of surface properties, a ground temperature model, a planetary boundary layer scheme, water and carbon dioxide sublimation/condensation physics, a water ice cloud microphysical scheme, the use of a moment method for tracer transport, a semi-interactive dust tracking scheme, and a two-stream radiative transfer code based on correlated-k’s.