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Shrabani Ghosh's Projects

cgal icon cgal

The public CGAL repository, see the README below

communities icon communities

Library for detecting and visualizing community structure in graphs

computer-science-flash-cards icon computer-science-flash-cards

Mini website for testing both general CS knowledge and enforce coding practice and common algorithm/data structure memorization.

echo_chambers icon echo_chambers

Replication materials for the paper "Tweeting from Left to Right: Is Online Political Communication More Than an Echo Chamber?"

forceatlas2 icon forceatlas2

Fastest Gephi's ForceAtlas2 graph layout algorithm implemented for Python and NetworkX

graphstone icon graphstone

An implementation of "Graph Structural-topic Neural Network"

information-retrieval icon information-retrieval

Information Retrieval algorithms developed in python. To follow the blog posts, click on the link:

input-analysis-using-histograms icon input-analysis-using-histograms

In this project, a visualization of histogram and probability density function were sought. A histogram is an accurate graphical representation of the distribution of numerical data. It is an estimate of the probability distribution of a continuous variable. It is a bar graph. If the bins are of equal size, a rectangle is erected over the bin with height proportional to the frequency. The height of the bars (y-axis) represent the distribution of data for a certain variable (x-axis).

minimum-cost-flow icon minimum-cost-flow

The application of this project is finding the best delivery route from a factory to a warehouse where the road network has some capacity and cost associated.

pytorch-adda icon pytorch-adda

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

recovery icon recovery

A Multimodal Repository for COVID-19 News Credibility Research

sofa icon sofa

Real-time multi-physics simulation with an emphasis on medical simulation.

traffic-congestion icon traffic-congestion

To study the characteristics of interference traffic flux, I developed a pedestrian-vehicle agent-based model to present the interaction between on a simple cross road. Unsignalized intersection of pedestrian crossing creates traffic congestion. Traffic congestion may cause accidents which takes valuable lives. This project introduces an agent-based model how pedestrian behavior impacts on traffic congestion.

transportation-simulation icon transportation-simulation

In this project I have developed a transportation simulation related with the real-world scenario like billboards beside main road and It includes few transportation rules like traffic violation.

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