pkliui's repositories
PhaseRetrieval
PhaseRetrieval is a 'work-in-progress' Python-based framework for computational imaging in optics. This includes algorithms for image processing, phase retrieval and image registration.
Active-Contours
A QT OpenCV project implementing classic active contour
challenge-interviewcake
various solutions to the interviewcake problems
cheatsheet-translation
Translation of VIP cheatsheets for Machine Learning Deep Learning, and Artificial Intelligence
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
datasharing
The Leek group guide to data sharing
image-processing
Image processing projects I completed recently
Interferometry
Visualisation and time-frequency analysis of interferometric time-series data: simulations and experiment.
skinnet
This is an ongoing pytorch-implementation of the UNet architecture for image segmentation
forking-workflow-exercise
Forking exercise repo
it-cert-automation-practice
Google IT Automation with Python Professional Certificate - Practice files
Learning-Deep-Learning
Paper reading notes on Deep Learning and Machine Learning
machine-learning
Some of my Machine Learning projects
mit-15-003-data-science-tools
Study guides for MIT's 15.003 Data Science Tools
ml-course-hse
Машинное обучение на ФКН ВШЭ
mlcourse.ai
Open Machine Learning Course
Practical_DL
DL course co-developed by YSDA, HSE and Skoltech
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
PyTorch-Project-Template
This repository contains a code structure that can be used as a PyTorch project template.
stanford-cme-102-ordinary-differential-equations
VIP cheatsheets for Stanford's CME 102 Ordinary Differential Equations for Engineers
stanford-cme-106-probability-and-statistics
VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers