IlyaKot's repositories
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.
DistributedElectionSystem
implemented in Java using gRPC implementing Paxos, REST and ZooKeeper
events_management
A simple project with events management functionality written in Java & SQL on the postgreSQL platform
Tello-Drone-Control
Navigating Tello Edu Drone using Motive Mockup & DNN VO model
Deep-Learning
Deep Learning and ML exercises using mainly PyTorch.
images_contrast_enhancement
Parallelized histogram equalization for gray scale images using GPUs in CUDA C++ in a consumer-producer aproach (streams, RDMA, InfiBands)
Data-Science-for-NeuroScience
Self-learning ML/Data-science tecniques for neuroscience
DataCamp---tutorials
short DataCamp tutorials with exercises on data science/analysis topics
Deep-Learning-in-Hebrew
ספר מלא בעברית בנושאים של למידת מכונה ולמידה עמוקה
ilyak93.github.io
Personal Page
Image-Proccesing-Impl
A respository which consists my own implementations for different level image processing techniques
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.
PWC-Net
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
SinGAN-orig
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
sktime-tutorials
Time Series Classification
tartanvo
TartanVO: A Generalizable Learning-based VO