Ilona Kovaleva's Projects
Collected opinions and advice for academic programs focused on data science skills.
Summer Series Week 1 - Run your first frontend application the Todolist
[UNMAINTAINED] Automated machine learning for analytics & production
Code for Automatic Induction of Neural Decision Tree Algorithms
Cool links, tools & papers related to Open Source Licensing
A complete computer science study plan to become a software engineer.
A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, VueJS projects.
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.
Taking together Stanford cs224n course with support of iPavlov team.
Materials for tutorial @ Good Tech Fest 2020
A quick introduction to version control with Git and GitHub
Config files for my GitHub profile.
Rmd source files for the HarvardX series PH525x
Lecture notes and code for Machine Learning practical course on CMC MSU
Get down from the trees!
A quick overview of React Basics
Research project initialization and organization following reproducible research guidelines
Graph regularized nonnegative matrix factorization (GNMF) in Python
Udemy course on Python Data Structures
Boosted neural network for tabular data