Paritosh Tiwari's Projects
A JAX research toolkit for building, editing, and visualizing neural networks.
The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training
CNN to classifiy Synthetic Aperture Radar images based on terrain type
Flask app to deploy the classifier onto AWS EC2
Despeckling of SAR images
Generative model to produce optical satellite images from SAR images.
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.
š§ A study guide to learn about Transformers
A playbook for systematically maximizing the performance of deep learning models.
Visual approaches for exploratory data analysis: The VAT family of algorithms
A simple powershell script to remove bloatware apps from windows, disable telemetry, bing in windows search aswell as perform various other changes to declutter and improve your windows experience. This script works for both windows 10 and windows 11.