Discover alexeygrigorev/ololearning-vector Open Source project

Home assignments for data science positions

144

datascience-recruitment-challenges

FTRL-Proximal with python bindings

143

libftrl-python

C++

121

mlbookcamp-code

The code from the Machine Learning Bookcamp book

Closing dataset, all classes

119

clothing-dataset

avito-duplicates-kaggle

Solution for Avito Duplicate Ads Detection competition

Predicting the number of likes an instagram post will receive in 24 hours - winning solution

unpossibly-instagram-challenge

The winning solution to the Ad Placement Challenge (NIPS'17 Causal Inference and Machine Learning Workshop)

nips-ad-placement-challenge

TeX

clothing-dataset-small

Clothing dataset, 10 classes

lightweight-mlops-zoomcamp

A stripped-down version MLOps Zoomcamp (1.5 hours workshop)

My solutions to some of leetcode challenges

alexeygrigorev

leetcode-solutions

C++

cikm-cup-2016-cross-device

Solution for the Cross-Device linking challenge from CIKM CUP 2016

Using AWS Lambda with Docker to deploy a deep learning model

aws-lambda-docker

The top 10 solution to the "Growing Instability: Classifying Crisis Reports" challenge

classifying-crisis-reports-dsc

Example from my "Serverless Deep Learning" talk

serverless-deep-learning

Protobuf files from TensorFlow without TensorFlow

tensorflow-protobuf

The code for the book "Mastering Java for Data Science"

mastering-java-data-science

The 2nd place solution for WSDM Cup 2017: Vandalism Detection

wsdmcup17-vandalism-detection

Deploying a Keras model with KServe (formerly KFServing) and EKS

kubeflow-deep-learning

The webpage for ML Bookcamp

mlbookcamp-page

HTML

keras-image-helper

A lightweight library for pre-processing images for pre-trained keras models

Compiled TF-Lite for AWS Lambda

tflite-aws-lambda

Shell

deep-learning-keras-aws-lambda

MLOps Hands-on Guide: From Training to Deployment and Monitoring: A day long workshop about MLOps

hands-on-mlops-workshop

Extract text information from warc files

warc-extractor

Building a model for predicting whether a student will be admitted to college. Done as a part of Project of the Week at DataTalks.Club

student-acceptance-project

OAuth 2.0 interface for interacting with VK

java-vk-oauth20

The 3rd place solution to the clickbait challenge

clickbait-challenge

different datasets for private and public use

datasets

product-recommendation

Experimenting with recommender system techniques as a part of the project-of-the-week at DataTalks.Club

Deployng a Keras model with TF-Serving and EKS

projects

Various projects

TeX

kubernetes-deep-learning

toloka-data-collection

Creating an end-to-end observability platform

ml-observability-workshop

Crawls submissions from codeforces

codeforces-crawler

The code for the introduction to end-to-end machine learning workshop (based on Machine Learning Bookcamp)

e2e-ml-workshop

Using Stable Diffusion to generate images of dinosaurs and dragons

dino-or-dragon

Projects for itshared.org

itshared-howto

Forwarding messages from Telegram to Slack and other things

au-tomator-telegram-bot

ml-projects

Finished but not cleaned stuff - for my future reference

competitions

The materials for the model deployment workshop

aws-lambda-model-deployment-workshop

A bunch of large datasets that I don't want to put in the other dataset repo

large-datasets

kaggle

Scripts from Kaggle competitions

Solution for Avito Page View prediction competition (Avito BI contest task 3 on boosters)

avito-page-view-prediction-boosters

Parsing dumps of wiktionary

wiktionary-parser

Artifacts not available on Maven Central

alexeygrigorev.github.io

My website

CSS

maven-repo

yt8m-kaggle

The solution to the YouTube-8M Video Understanding Challenge

Doing give-aways on Twitter with Github actions

twitter-raffles

The code for the Spark model deployment workshop

aws-emr-spark-model-deployment-workshop

Randomly pairing people in a Slack group. Like Donut, but free and serverless

slack-coffee-matcher

A project for project-of-the-week from DataTalks.Club for deploying the student acceptance model with FastAPI

fast-api-student-acceptance

Data Tasks for Data Talks

datatasks

airtable-mailchimp-poller

Exporting data from airtable to mailchimp

A handy util for sending emails with AWS SES

aws-ses-util

Search engine results tracker and comparer

frontend-projects

HTML

barololometer

Telegram bot that sends messages to Zapier and other webhooks

zapier-telegram-bot

Transcript yamlifier and timecode extractor

transcript-utils

Mathematical namespace discovery

namespacediscovery-pipeline

Sequence pattern matching library

rseq

Bootstrap-based skin for MediaWiki

TyrianMediawiki-Skin

CSS

notebooks

IPython notebooks

Codeforces solutions and some algorithms

codeforces-solutions-java

Experimenting with different clustering techniques. Done as a part of Project of the Week at DataTalks.Club

product-review-clustering-project

ds-toolbox

Data Science toolbox for Java

The Au-Tomator Slack bot as an AWS Lambda function

au-tomator-lambda

Java Language Processing: retrive identifiers from java

JLP

A transformer for KFServing that users keras_image_helper

kfserving-keras-transformer

A REST API for crawling web pager

search-engine-workshop

rest-crawler