pechyonkin

sjaandi

Deep-learning based visualizations of visual similarity.

carnd-p04-advanced-lane-finding

In this project, I use advanced computer vision techniques to detect road lanes and measure road curvature and vehicle offset relative to the center of lane.

pechyonkin.github.io

Personal blog

RasterFairy-Py3

The purpose of Raster Fairy is to transform any kind of 2D point cloud into a regular raster whilst trying to preserve the neighborhood relations that were present in the original cloud. A typical use case is if you have a similarity clustering of images and want to show the images in a regular table structure.

100_Days_of_ML_Code

100 consecutive days of ML coding

3D-Machine-Learning

A resource repository for 3D machine learning

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

awesome-gcp-certifications-1

Google Cloud Platform Certification resources.

carnd-p05-vehicle-detection-cv

In this project, I use computer vision methods and traditional machine learning models to build a real-time vehicle detection system.

clean-architectures

course-v3

The 3rd edition of course.fast.ai - coming in 2019

CPA

The Compositional Perturbation Autoencoder (CPA) is a deep generative framework to learn effects of perturbations at the single-cell level. CPA performs OOD predictions of unseen combinations of drugs, learns interpretable embeddings, estimates dose-response curves, and provides uncertainty estimates.

culinary-herbs-classifier

Classify a culinary herb across multiple classes.

fastai

The fastai deep learning library, plus lessons and tutorials

fastai_docs

dev notebooks (for docs see http://docs.fast.ai and https://github.com/fastai/fastai)

flowers-classifier

Fastai-based pretrained classifier for Oxford VGG 102 Flowers data set

grokking_algorithms

Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)

herbs-deploy

Starter app for fastai v3 model deployment on Render

htmpapers

Numenta published papers code and data

learning-pytorch

A collection of notebooks and code related to learning PyTorch

mlnd-capstone-breast-cancer-diagnostics

In this project, I chose to use supervised machine learning to build a breast cancer diagnostic system.

nand2tetris

Coursework for Part 1 and Part 2 parts of the course

ObsidianTimestampNotes

This plugin allows side-by-side notetaking with videos. Annotate your notes with timestamps to directly control the video and remember where each note comes from.

proteinnet

Standardized data set for machine learning of protein structure

Schoolf-of-AI-Beijing-Shared

Share your results here

sjaandi_deploy

App for deploying Sjaandi project.

skin-lesion-classifier

Deep learning-based skin lesion classifier trained on the ISIC dataset using fastai library.

skor

Shoes price predictor.

test-circleci

Test CircleCI

woshi