24th October 2025
Research
Blog Tag Prediction with Scikit-Learn
— Automatically assigning meaningful tags to historic, untagged blog posts, this project leverages the Simon Willison blog database and scikit-learn to train and compare multi-label text classification models. Four approaches—TF-IDF + Logistic Regression, Multinomial Naive Bayes, Random Forest, and LinearSVC—were tested on posts’ title and body text using the 158 most frequently used tags.
Recent articles
- Datasette Agent - 21st May 2026
- Gemini 3.5 Flash: more expensive, but Google plan to use it for everything - 19th May 2026
- The last six months in LLMs in five minutes - 19th May 2026