Pinned Repositories
fastai
The fastai deep learning library
100_Days_of_ML_Code
100 consecutive days of ML coding
carnd-p02-traffic-signs
Building traffic sign classifier using deep learning with TensorFlow
carnd-p03-behavioral-cloning
In this project, I use deep learning to teach a simulated vehicle to drive around the track.
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.
key-dl-architectures
Overview of some of the key deep learning architectures
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.
sjaandi
Deep-learning based visualizations of visual similarity.
pechyonkin's Repositories
pechyonkin/sjaandi
Deep-learning based visualizations of visual similarity.
pechyonkin/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/pechyonkin.github.io
Personal blog
pechyonkin/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.
pechyonkin/100_Days_of_ML_Code
100 consecutive days of ML coding
pechyonkin/3D-Machine-Learning
A resource repository for 3D machine learning
pechyonkin/annotated-transformer
http://nlp.seas.harvard.edu/2018/04/03/attention.html
pechyonkin/awesome-gcp-certifications-1
Google Cloud Platform Certification resources.
pechyonkin/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.
pechyonkin/clean-architectures
pechyonkin/course-v3
The 3rd edition of course.fast.ai - coming in 2019
pechyonkin/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.
pechyonkin/culinary-herbs-classifier
Classify a culinary herb across multiple classes.
pechyonkin/fastai
The fastai deep learning library, plus lessons and tutorials
pechyonkin/fastai_docs
dev notebooks (for docs see http://docs.fast.ai and https://github.com/fastai/fastai)
pechyonkin/flowers-classifier
Fastai-based pretrained classifier for Oxford VGG 102 Flowers data set
pechyonkin/grokking_algorithms
Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)
pechyonkin/herbs-deploy
Starter app for fastai v3 model deployment on Render
pechyonkin/htmpapers
Numenta published papers code and data
pechyonkin/learning-pytorch
A collection of notebooks and code related to learning PyTorch
pechyonkin/mlnd-capstone-breast-cancer-diagnostics
In this project, I chose to use supervised machine learning to build a breast cancer diagnostic system.
pechyonkin/nand2tetris
Coursework for Part 1 and Part 2 parts of the course
pechyonkin/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.
pechyonkin/proteinnet
Standardized data set for machine learning of protein structure
pechyonkin/Schoolf-of-AI-Beijing-Shared
Share your results here
pechyonkin/sjaandi_deploy
App for deploying Sjaandi project.
pechyonkin/skin-lesion-classifier
Deep learning-based skin lesion classifier trained on the ISIC dataset using fastai library.
pechyonkin/skor
Shoes price predictor.
pechyonkin/test-circleci
Test CircleCI
pechyonkin/woshi