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1. timeseries-classification-lstm timeseries-classification-lstm Public

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

   Jupyter Notebook 5

2. ml-processing-pipeline-for-predicting-houseprices ml-processing-pipeline-for-predicting-houseprices Public

   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 Dig…

   Jupyter Notebook 1

3. flood-mapping-with-SAR flood-mapping-with-SAR Public

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

   Jupyter Notebook 5 2

4. spatial-routing-libraries-and-services spatial-routing-libraries-and-services Public

   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

   Jupyter Notebook 16 1

5. layers_draft_delhi_master_plan_2041 layers_draft_delhi_master_plan_2041 Public

   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 …

   Batchfile 4 2

6. semantic-enrichment-for-semantic-image-segmentation semantic-enrichment-for-semantic-image-segmentation Public

   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.

   Jupyter Notebook 1