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amitvasz's Projects

cc-mrjob icon cc-mrjob

Demonstration of using Python to process the Common Crawl dataset with the mrjob framework

classification-regression icon classification-regression

Implemented Gaussian Discriminators like LDA & QDA. Experimented with Linear Regression, Ridge Regression, Gradient descent for Ridge Regression and Non-Linear Regression.

classification_and_regression icon classification_and_regression

1: Experiment with Gaussian Discriminators 2: Experiment with Linear Regression 3: Experiment with Ridge Regression 4: Using Gradient Descent for Ridge Regression Learning

comp590 icon comp590

:ram: Computational Photography course at UNC.

cs194-26 icon cs194-26

CS194-26: Image Manipulation and Computational Photography Projects

grid-localization-using-bayes-filter icon grid-localization-using-bayes-filter

Robotics Algorithm - CSE568 - Implemented Grid Localization in ROS by creating own ROS messages and ROS bag files for estimating robot location in a Grid map

handwritten_digits_classification icon handwritten_digits_classification

To implement a Multilayer Perceptron Neural Network and evaluate its performance in classifying handwritten digits. Using the same network, classify a face dataset and compare its performance of Neural Network vs Deep Neural Network using TensorFlow library

news-please icon news-please

news-please - an integrated web crawler and information extractor for news that just works.

ransac-bug2 icon ransac-bug2

Performed perception using a laser range finder, and use the perceived information to avoid obstacles and navigate to a given destination using Ransac and Bug2 algorithm With ROS Platform

robotics icon robotics

Algorithms implemented includes RANSAC, edge and corner detection in MATLAB, Bayes filter and A-Star shortest path.

turtlebot icon turtlebot

Basic (hello world style) scripts for TurtleBot (ROS / Python)

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