varsha-devi
I am a Ph.D. research fellow, specialized in AI, ML, and explainability of black box model from University of Grenoble Alpes, France
Pinned Repositories
DNA-Sequence-Classification
This repository contains the code for DNA sequence classification (binary classification)
ECG-Classification-System
This Project contains the code for the classification of ECG heartbeat dataset downloaded from kaggle. Four CNN models have been implemented and evaluated.
HPC-Kmeans
InfoViz
2019-wid Extracts of the World Inequality Database. Authors Rebecca Bauer Ariel Cohen Varsha Devi Alvaro Gonzalez Jimenez Imran Muhammad Content data/ the data in tsv. countries.tsv country codes income/ income share per country viz/ sample visualisations js/ contains all the scripts d3 d3 Library to create the visualizations Data structure Income data table are given per country. The attributes present in the tables are: year the year for the data low the lower bound of the population quantile (from 0. to 1.) high the upper bound of the population quantile (from 0. to 1.) width the width of the quntile (high-low) share the share of the total income captured by this [low, high] quantile cumul the cumulative share of the quantiles, i.e. the share of [0., high] Sample visualizations histogram.html a basic histogram showing how to select a specific year, and how to use low, high, width and share cdf.html a cumulative distribution function plot showing a use for cumul time.html a time series visualization
multi-person-tracker
OCR_Urdu
This repo contains the recognition of Urdu (Pakistan's national language) characters, where the test and train dataset is also provided
PhD_Work
varsha-devi's Repositories
varsha-devi/PhD_Work
varsha-devi/multi-person-tracker
varsha-devi/InfoViz
2019-wid Extracts of the World Inequality Database. Authors Rebecca Bauer Ariel Cohen Varsha Devi Alvaro Gonzalez Jimenez Imran Muhammad Content data/ the data in tsv. countries.tsv country codes income/ income share per country viz/ sample visualisations js/ contains all the scripts d3 d3 Library to create the visualizations Data structure Income data table are given per country. The attributes present in the tables are: year the year for the data low the lower bound of the population quantile (from 0. to 1.) high the upper bound of the population quantile (from 0. to 1.) width the width of the quntile (high-low) share the share of the total income captured by this [low, high] quantile cumul the cumulative share of the quantiles, i.e. the share of [0., high] Sample visualizations histogram.html a basic histogram showing how to select a specific year, and how to use low, high, width and share cdf.html a cumulative distribution function plot showing a use for cumul time.html a time series visualization
varsha-devi/DNA-Sequence-Classification
This repository contains the code for DNA sequence classification (binary classification)
varsha-devi/HPC-Kmeans
varsha-devi/OCR_Urdu
This repo contains the recognition of Urdu (Pakistan's national language) characters, where the test and train dataset is also provided
varsha-devi/ECG-Classification-System
This Project contains the code for the classification of ECG heartbeat dataset downloaded from kaggle. Four CNN models have been implemented and evaluated.