kozodoi/fairness

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32
Rank 799,298 (Top 16 %)
Language
R
License
Other
Created almost 6 years ago
Updated over 1 year ago

kozodoi/fairness

kozodoi

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R package for computing and visualizing fair ML metrics

Kaggle_Leaf_Disease_Classification

Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)

Jupyter Notebook

Fair_Credit_Scoring

Fair ML in credit scoring: Assessment, implementation and profit implications

website

Personal website with ML blog, project portfolio and more of my work

DMC_2020

Profit-driven demand forecasting with gradient boosted trees

Jupyter Notebook

BMS_Molecular_Translation

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

Jupyter Notebook

DMC_2019

Solution to the Data Mining Cup 2019 competition

Jupyter Notebook

Text_Readability_Prediction

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

Jupyter Notebook

Kaggle_RANZCR_Challenge

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

Jupyter Notebook

dptools

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

Kaggle_Home_Credit

Solution to the Kaggle Home Credit Default Risk competition

Jupyter Notebook

Kaggle_Google_Analytics

Solution to the "Google Analytics Customer Revenue Prediction" Kaggle Competition

Jupyter Notebook