Python
147 posts
BaseN Encoding Grid Search in Category Encoders
Explore category_encoders' BaseN encoder for representing categorical data. Learn how to use scikit-learn's grid search to find the optimal encoding base.
Category Encoders accepted into scikit-learn-contrib
Category Encoders, a Python library for encoding categorical variables, has been accepted into the scikit-learn-contrib ecosystem. A project milestone!
Category Encoders now on conda-forge
The category_encoders Python package is now available on conda-forge, making installation easier for Conda users. Learn about the package and feedstock.
Introducing unified glob-syntax in git-pandas
Explore the unified glob syntax (`include_globs`, `ignore_globs`) for git-pandas v2.0, offering flexible file pattern specification and usability.
Parallelizing cumulative blame in git-pandas with joblib
Boost git-pandas cumulative blame analysis performance with joblib. Parallel processing via multithreading speeds up this costly operation.
Growing Pedal Wrencher
How I worked to grow pedal wrencher after the launch hype faded, with blogging, user education, profile and registration redesigns, and social media.
When do I work on what?
Use git-pandas to analyze and visualize work patterns across open source vs. closed source projects. Compare commit times with punchcard plots. Learn the code.
Estimating the time spent on a project with git-pandas
Learn how to estimate project development time using commit history with git-pandas. Compares to git_time_extractor, git-hours, and glass.
Pedal Wrencher: How Many Bikes Is Enough?
A quick data dive into pedal wrencher usage: how many bikes users register, how many keep the default maintenance alerts, and who the power users are.
Automating documentation workflow with sphinx and github pages
Explore a comprehensive guide on automating the deployment of Sphinx documentation to GitHub Pages, streamlining your workflow with efficient practices.