Sudeshna Pal's repositories
Space-Partitioning-Algorithms
Implementations of Binary Space Parititoning and Sort Tile Recursive Partitioning algorithm.
Web-Application-Firewall
Designed and Implemented a Web Application Firewall as an Apache module that "sits" in-front of a web server. The WAF is designed to stop malicious requests from known attacks such as SQL Injection, XSS attacks and from unknown attacks by learning the legitimate traffic.
University-Ranking-Analytics-and-Visualization
Find new insights with Times Higher Education data across the years. Made an interactive dashboard with D3 to get these insights.
Machine-Learning-algorithms-Matlab
Contains ML Algorithms implemented as part of CSE 512 - Machine Learning class taken by Fransico Orabona. Implemented Linear Regression using polynomial basis functions, Perceptron, Ridge Regression, SVM Primal, Kernel Ridge Regression, Kernel SVM, Kmeans.
Computer-Vision-Fall2017
This repository contains all the assignments done as part of CSE527 - Computer Vision class done under Professor Roy Shilkrot.
Flight-data-Analytics
Mini project 2 of CSE 564 - Visualization class taken by Professor Klaus Muller. Implemented data clustering using random & stratified sampling, data decimation using MDS and PCA andinteractive data visualization using scatter plot matrix.
Long-Tail-Recommendation
The main problem statement is boosting recommendations in the long tail of the Amazon product dataset.
Baseball-Visual-Analytics
Mini project 1 of CSE 564 - Visualization class taken by Professor Klaus Muller. D3 visual-analytics to draw bar-chart, pi-chart and force-chart on baseball data.
CSC321
CSC321 - Neural Networks - UofT Winter 2016
Zillow-Zestimate-Kaggle
Model to improve Zillow Zestimate for Kaggle competition.
Frameworks--Hello-World
Tutorials of new frameworks for handy reference.
ProbStats-Course
Assignments and Project of Probability and Statistics Course taken in Semester2, Stony Brook University.
Resume
Sudeshna Pal's latest resume.
SparkGIS3D
SparkGIS3D - It performs spatial queries on 3D objects in Spark environment. The 3D objects are in OFF format. This is my advanced project in Masters.