rajesvariparasa

benford-law

covid19data

data-dumps

FinalProject_Ctrl-F

flood-mapping-with-SAR

Exploratory data analysis, flood prediction model implementation with the DFC 2024 Challenge Track 1 dataset

layers_draft_delhi_master_plan_2041

Delhi Development Authority recently released draft land use plan 2041 for Delhi and called for public comments. This repo has some of the geospatial layers that I was able to extract from the PDF map of the draft plan.

ml-processing-pipeline-for-predicting-houseprices

This repository contains an ML workflow to predict house prices in Ames, Iowa. This project work is carried out under the Machine Learning module of the GeoDSc track of the Copernicus Master in Digital Earth.

semantic-enrichment-for-semantic-image-segmentation

This codebase is actively being developed as part of my master's thesis on Knowledge-based semantic enrichment for semantic image segmentation for the task of land cover classification.

spatial-routing-libraries-and-services

Using OSMnx, OSRM, and Google Maps Directions API with Python to calculate shortest, fastest, and traffic-based most-efficient routes for a set of origin and destination points

timeseries-classification-lstm

This notebook demonstrates timeseries classification for crop identification on a subset of the MiniTimeMatch dataset by training an LSTM model.

rajesvariparasa/spatial-routing-libraries-and-services

Using OSMnx, OSRM, and Google Maps Directions API with Python to calculate shortest, fastest, and traffic-based most-efficient routes for a set of origin and destination points

rajesvariparasa/flood-mapping-with-SAR

Exploratory data analysis, flood prediction model implementation with the DFC 2024 Challenge Track 1 dataset

rajesvariparasa/layers_draft_delhi_master_plan_2041

Delhi Development Authority recently released draft land use plan 2041 for Delhi and called for public comments. This repo has some of the geospatial layers that I was able to extract from the PDF map of the draft plan.

rajesvariparasa/FinalProject_Ctrl-F

rajesvariparasa/rajesvariparasa.github.io

Find out more about me here! This personal website was built using a Jekyll theme - minimal-mistakes.

rajesvariparasa/semantic-enrichment-for-semantic-image-segmentation

This codebase is actively being developed as part of my master's thesis on Knowledge-based semantic enrichment for semantic image segmentation for the task of land cover classification.

rajesvariparasa/timeseries-classification-lstm

This notebook demonstrates timeseries classification for crop identification on a subset of the MiniTimeMatch dataset by training an LSTM model.

rajesvariparasa/benford-law

rajesvariparasa/covid19data

rajesvariparasa/data-dumps

rajesvariparasa/draftmpd41.github.io

rajesvariparasa/geotools

Official GeoTools repository

rajesvariparasa/Measuring-Urban-Spatial-Access

Appendix to the Working Paper "Methods to measure spatial access to healthcare facilities in cities"

rajesvariparasa/ml-processing-pipeline-for-predicting-houseprices

This repository contains an ML workflow to predict house prices in Ames, Iowa. This project work is carried out under the Machine Learning module of the GeoDSc track of the Copernicus Master in Digital Earth.

rajesvariparasa/railway-routes-extraction-from-OSM

A prototype script to test if OSMnx library can be used to extract spatial railway routes, based on railway schedule data, from OpenStreetMaps' roads data by taking CSV files comprising the station locations along the route as input.

rajesvariparasa/DFC2024

rajesvariparasa/Location-Allocation-PHCs

A location allocation model I tried based on euclidean or radial distance. Concept used: Voronoi Tessellation

rajesvariparasa/Municipal_Spatial_Data

Spatial Data of Municipalities

rajesvariparasa/NFHS-5

NFHS-5: National Family Health Survey (2019-20). CSV fact sheets (states, districts) for key indicators from http://rchiips.org/nfhs/

rajesvariparasa/PLUS_softwaredev_2023_Nafieva

This is a public repo

rajesvariparasa/PLUS_softwaredev_2023_Parasa

More to come soon

rajesvariparasa/PLUS_softwaredev_2023_some-unique-tag

PLUS_softwaredev_2023_some-unique-tag

rajesvariparasa/punemaps

Test site for visualising Pune POIs data

rajesvariparasa/pyspatialopt

A library to create, solve, and analyze spatial optimization problems

rajesvariparasa/pyssl

Self-Supervised Learning in PyTorch

rajesvariparasa/Python3_Jupyter_Notebook

This Jupyter Notebook has been developed based on "A Beginner's Python Tutorial" by Steven Thurlow. The original material has been ported to Python 3.

rajesvariparasa/Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

rajesvariparasa/segmentation_models.pytorch_reconstructionhead

Testing image reconstruction head for the SMP Unet decoder block.

rajesvariparasa/UrbanLandUse

Characterizing urban land use with machine learning