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IlyaKot's Projects

cs236756-intro-to-ml icon cs236756-intro-to-ml

Jupyter Notebook tutorials for the Technion's CS 236756 course "Introduction to Machine Learning"

dcc icon dcc

This is a light modified version of the Pytorch implementation of the DCC algorithms presented in the following paper: Sohil Atul Shah and Vladlen Koltun. It was adjusted to 1D signals medical dataset of heartbeats to cluster them for finding different heart bejaviors in healthy and sick patients.

dcc-1 icon dcc-1

This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper

events_management icon events_management

A simple project with events management functionality written in Java & SQL on the postgreSQL platform

gain-pytorch icon gain-pytorch

This is an implementation of the network proposed in "Guided Attention Inference Network"(K Li 2018) with advanced tweeks on the gradient paths with experiments and their evaluation.

image-proccesing-impl icon image-proccesing-impl

A respository which consists my own implementations for different level image processing techniques

images_contrast_enhancement icon images_contrast_enhancement

Parallelized histogram equalization for gray scale images using GPUs in CUDA C++ in a consumer-producer aproach (streams, RDMA, InfiBands)

interviews.ai icon interviews.ai

This book was written for you: an aspiring data scientist with a quantitative background, facing down the gauntlet of the interview process in an increasingly competitive field. For most of you, the interview process is the most significant hurdle between you and a dream job.

isamv icon isamv

Imaging system for autonomous marine vessels

kernel_modules icon kernel_modules

few simple modules: which can intercept a syscall and change it behavior or add new logging service of called syscalls

kernelmodifications icon kernelmodifications

adding/changing kernel's functionality by adding syscall logging service in different ways, changing schedualing policies: lottery policy or sacrificing process time slice.

mini-jinja2-compiler icon mini-jinja2-compiler

A server which works as a regular file listing server and in addition can open dynamic html pages *.j2, compute the injected python code and view the appropriate html page.

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