carl-mcbride-ellis Goto Github PK

Examples of some my published work can be found on Kaggle, where I maintain a selection of my notebooks. Previously I worked as an academic researcher in the field of statistical mechanics and thermodynamics, and a list of the publications that I have co-authored can be found on my home page (h-index=23). If you wish to get in touch it would be a pleasure to connect on LinkedIn.

Needless to say a great deal of what I do is facilitated by the work of others, and the vast majority of the source of the python packages can be found right here on GitHub, for example:

• scikit-learn
• NumPy / SciPy
• pandas / polars
• statsmodels
• XGBoost / CatBoost / LightGBM
• TabNet
• quantile-forest
• MAPIE
• keras
• cuML

• Matplotlib / plotly / seaborn

along with

• missingno / PtitPrince

All the best,
carl