http://blog.agilephd.com/tags/jupyter-kernelspec/ Recent content in jupyter kernelspec on AgilePhD Hugo -- gohugo.io en-us Sat, 10 May 2025 00:00:00 +0000 http://blog.agilephd.com/posts/jupyter_kernelspec_issues/ Sat, 10 May 2025 00:00:00 +0000 http://blog.agilephd.com/posts/jupyter_kernelspec_issues/ If you’re working with Jupyter notebooks and want to keep your machine learning environments clean and consistent, using a custom Jupyter KernelSpec is a great solution. In this post, I’ll walk you through how to create a Jupyter kernel specifically configured for xgboost using pipenv. Using pipenv adds the benefit of managing dependencies with a Pipfile and Pipfile.lock, giving you a more reproducible setup across systems and collaborators. Why Use a Custom KernelSpec with Pipenv?