Nikita Kozodoi (@kozodoi)
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kozodoi

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Top repositories

1

Kaggle_Leaf_Disease_Classification

Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)
Jupyter Notebook
37
star
2

fairness

R package for computing and visualizing fair ML metrics
R
32
star
3

Fair_Credit_Scoring

Fair ML in credit scoring: Assessment, implementation and profit implications
Python
15
star
4

website

Personal website with ML blog, project portfolio and more of my work
HTML
15
star
5

DMC_2020

Profit-driven demand forecasting with gradient boosted trees
Jupyter Notebook
9
star
6

BMS_Molecular_Translation

Image-to-text translation of chemical molecule structures with deep learning (top-5% Kaggle solution)
Jupyter Notebook
7
star
7

DMC_2019

Solution to the Data Mining Cup 2019 competition
Jupyter Notebook
3
star
8

Text_Readability_Prediction

Predicting text reading complexity with transformers (top-9% Kaggle solution & interactive web app)
Jupyter Notebook
2
star
9

Kaggle_RANZCR_Challenge

Catheter and line position detection on X-Ray images with deep learning (top-5% Kaggle solution)
Jupyter Notebook
2
star
10

dptools

Python package with utilities for data processing, aggregation, feature engineering and data versioning
Python
2
star
11

Kaggle_Home_Credit

Solution to the Kaggle Home Credit Default Risk competition
Jupyter Notebook
1
star
12

Kaggle_Google_Analytics

Solution to the "Google Analytics Customer Revenue Prediction" Kaggle Competition
Jupyter Notebook
1
star