Does Pit Stop Timing Predict Finishing Position in Formula 1?
Obviously not, this is not casual analysis, but there are some intriguing conclusions
Aadi's Blog
Latest articles
An Introduction to Delta Tables in Python
Delta Tables Part I
Exporting Workbooks from Kedro with Openpyxl
This 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...
Variance Decomposition Proportions
Assessing Collinearity in Data
XGBoost, Weighted Metrics and Hyperopt
Bayesian Tuning for Imbalanced Classification
TensorFlow Metric Interfaces Explained
This 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...
Managed Attributes in Python
In 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 ...