Rajeswari Rama Kamala Parasa's repositories
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
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.
rajesvariparasa.github.io
Find out more about me here! This personal website was built using a Jekyll theme - minimal-mistakes.
timeseries-classification-lstm
This notebook demonstrates timeseries classification for crop identification on a subset of the MiniTimeMatch dataset by training an LSTM model.
geotools
Official GeoTools repository
Measuring-Urban-Spatial-Access
Appendix to the Working Paper "Methods to measure spatial access to healthcare facilities in cities"
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.
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.
Location-Allocation-PHCs
A location allocation model I tried based on euclidean or radial distance. Concept used: Voronoi Tessellation
Municipal_Spatial_Data
Spatial Data of Municipalities
NFHS-5
NFHS-5: National Family Health Survey (2019-20). CSV fact sheets (states, districts) for key indicators from http://rchiips.org/nfhs/
PLUS_softwaredev_2023_Nafieva
This is a public repo
PLUS_softwaredev_2023_Parasa
More to come soon
PLUS_softwaredev_2023_some-unique-tag
PLUS_softwaredev_2023_some-unique-tag
pyspatialopt
A library to create, solve, and analyze spatial optimization problems
pyssl
Self-Supervised Learning in PyTorch
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.
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
segmentation_models.pytorch_reconstructionhead
Testing image reconstruction head for the library.
UrbanLandUse
Characterizing urban land use with machine learning