mlisovyi Goto Github PK

atlas_topwtagger_gbm

GBM tagging of hadronically-decaying tops and W

awesome-coronavirus

🦠Useful projects and resources for COVID-19 (2019 novel Coronavirus)

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

coronapy-cli

A command line tool to fetch worldwide data about COVID-19.

dfine_hack2018

Awesome solution to d-fine hackathon problem

docker-python

Kaggle Python docker image

hackzurich2021_eco_recommender

homecreditornocredit

This is a solution for https://www.kaggle.com/c/home-credit-default-risk competition

ibm_unconference2020_mlflowdemo

A demo of ML experimentation cycle tracked by mlflow

iml2018tutorial

iml_challenge_2018

kagglegoogleanalytics

Solution to https://www.kaggle.com/c/ga-customer-revenue-prediction

kagglepotpourri

A mixture of solutions to small kaggle competitions

kagglesantander2019

Example of MLflow usage for a kaggle competition (Santander 2019)

kedro

A Python library that implements software engineering best-practice for data and ML pipelines.

keggler

A data science toolkit for kaggle and beyond

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

map_with_stats

Interactive map with a choropleth displaying some statistics as color per hectare

marine-ellipse

simple test of U-Net

mlisovyi.github.io

My personal page

mp_logging_demo

A demo of logging in multiprocessing

reverse-interview

Questions to ask the company during your interview

save_life_in_ua

EDA of the donations and expenses to "Повернись Живим"

simplegoodturing

Python implementation of Gale and Sampson's (1995/2001) "Simple Good Turing" algorithm.

spotify_skip_prediction

Solution to the Spotify Sequential Skip Prediction Challenge

titanicsurvivalguide

A solution for the titanic competition on kaggle

total_recore_part1

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

workshop-uncool-mlops

yandex_cup_2020_ml

Task and private solutions to stages of the yandex cup 2020