VENHEADs

scikit-learn

scikit-learn: machine learning in Python

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

ml-course-hse

Машинное обучение на ФКН ВШЭ

TernausNet

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

kaggle-imaterialist

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

excess-mortality

Excess mortality during COVID-19 pandemic

pytorch-saltnet

Kaggle | 9th place single model solution for TGS Salt Identification Challenge

streamlit-jupyter

Simple Python package to preview and develop streamlit apps in jupyter notebooks

Kaggle-Carvana-Image-Masking-Challenge

Solution based on U-Net for the Kaggle Carvana Image Masking Challenge

junk

:notebook: mooc code playground

ml_hacks

Приёмы в машинном обучении

deep-ensembles-uncertainty

My implementation of the paper "Simple and Scalable Predictive Uncertainty estimation using Deep Ensembles"

BatchRenormalization

Batch Renormalization algorithm implementation in Keras

entity_linker

Lightweight and efficient entity linking model using transformer architecture.

money-transfer

Simple money-transfer API.

python

HhSalaryPrediction

Coursera

honor programming assignment

cnn-hand-written-digit

This is the code for a model that recognizes handwritten digit images (MNIST). Developed using TensorFlow and the super simple Keras Library. Wrapped into a Webapp using Flask Micro Framework.

kaggle_camera

https://www.kaggle.com/c/sp-society-camera-model-identification