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Hi there 👋, I'm Noy Shabtay

A Software Engineer @JFrog.


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Noy Shabtay's Projects

build-info icon build-info

Artifactory's open integration layer for CI build servers

db-project icon db-project

A demo movie-related web-application, with an underlying MySQL database schema.

hashtable icon hashtable

Several Java implementation of Hash Tables incl. Linear, Quadratic & Alternating Quadratic Probing and Double Hashing methods.

k-means icon k-means

An Efficient implementation of K-means clustering algorithm in C with K-means++ smart initialization using Python's Numpy, Pandas & C-API.

message-slot-kernel-module icon message-slot-kernel-module

Implementation of a kernel module (driver) that provides a new IPC mechanism: Message Slot - a character device file through which processes communicate.

mini-shell icon mini-shell

Implementation of a simple shell program handling with process management, pipes, signals, and system calls.

nearest-neighbor icon nearest-neighbor

Implementation of k-Nearest-Neighbors Algorithm and accuracy analysis on the MNIST dataset.

sgd icon sgd

Implementation of Stochastic Gradient Descent (SGD) Algorithm for both Hinge loss and Multi-Class Cross-Entropy. Including optimization of a classifier on the MNIST dataset with an in-depth analysis and figures.

sna-implementations icon sna-implementations

Implementation of some Social Network Algorithms including Watts–Strogatz random network model, Centrality Measures, Structural Balance Checking, Newman-Girvan and K-clique community detection.

spectral-clustering icon spectral-clustering

An implementation of Spectral clustering algorithm on data from sklearn.datasets.make_blobs API using C language and a verity of Python packages such as Numpy, C-API, Matplotlib and more. Additional info of the k-means implementation can be found in my k-means repository.

starfleetcommand icon starfleetcommand

A project for Practicing inheritance in Java. Classes Diagram (Inheritance Tree) attached.

svm icon svm

An exploration and analysis of different kernels for SVM (via the SVC class from sklearn.svm) and the relations between the parameters of the SVM optimization problem.

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