Numerai
Numerai
Since summer 2020, I've been a participant at Numerai, a hedgefund that runs a daily machine-learning competition and pays out cyrpto rewards for accurate predictions. My current training pipeline, which tunes an ensemble of LightGBM and Keras models after running a boruta feature selection algorithm, can be found on GitHub. With the help of numerai-cli, my automated Python submission pipelines run in Docker containers on AWS nodes.
Data Visualisation
Wealth and population density
Wealth and population density
The Python code can be found on GitHub. Data sources: Credit Suisse (wealth), European Commission Joint Research Centre (population density), and The World Bank (population).
Top 1% wealth share in 2022
Top 1% wealth share in 2022