Does Pit Stop Timing Predict Finishing Position in Formula 1?Obviously not, this is not casual analysis, but there are some intriguing conclusionsApr 26, 2026·19 min read·2
Exporting Workbooks from Kedro with OpenpyxlThis post is going to walk through how to go about writing (and formatting) excel files using Kedro and openpyxl in Python. For the uninitiated, Kedro is an open-source framework for creating data-science code. This is not meant to be a comprehensive...Apr 17, 2023·4 min read·279
XGBoost, Weighted Metrics and HyperoptBayesian Tuning for Imbalanced ClassificationDec 6, 2022·10 min read·569
TensorFlow Metric Interfaces ExplainedThis entire post is dedicated to coming to terms with tensorflow's metrics, and the varying input formats associated with it. It is a direct result of me not using the correct version of a metric and leaving a model to train for 4 days (only realisin...Nov 16, 2022·9 min read·164
Managed Attributes in PythonIn a previous post, I detailed how to maintain encapsulation using Python's property. In this piece, I go through how/why to manage and apply validation to class attributes in an object-oriented fashion by means of a fairly plausible example. A type ...Nov 7, 2022·5 min read·140
