PinnedInCodeXbyイルカ Borovec·Jun 11The Open-Source Shepherd: Why Your Best Work Is Building a Project That Doesn’t Need YouThere’s a path beyond just maintaining an open-source project: grow contributors, share ownership, and build a community that carries the…
InCodeXbyイルカ Borovec·Feb 19What Is Your Python Package’s Public API, Really?The answer isn’t black or white — and reality shifts depending on how many people use your package. That’s the real challenge.
InData Science Collectivebyイルカ Borovec·Nov 5, 2025How to organize a medical imaging challenge: Lessons from ANHIRA practical guide to running an academic challenge, from conception to publication, including mistakes I made so you don’t have to.
InTowards AIbyイルカ Borovec·Oct 24, 2025BIRL: Benchmarking Image Registration Through LandmarksThe ANHIR Challenge Problem
InCodeXbyイルカ Borovec·Sep 22, 2025Build a Custom CI Bot: Integrate GitHub Apps with Lightning for Fast, Scalable MLOps WorkflowsCustom Continuous Integration bot integrating GitHub Apps with Lightning boosts MLOps with GPU access, cost savings, and fast iterations.
InCodeXbyイルカ Borovec·Sep 21, 2025Mastering API Deprecation in Python: The Pain Points and How pyDeprecate Can HelpEvolving an API doesn’t have to break your users — forward old calls, remap arguments, and enforce removal dates with a single decorator.A response icon1A response icon1
InCodeXbyイルカ Borovec·Nov 6, 2023Git sub-modules: How to automate updates via GitHub’s Pull RequestThere are several ways to define external dependencies in your project — using a package manager if the dependency is installable or just…
InCodeXbyイルカ Borovec·Sep 25, 2023Scalable Automation for Retry/Rerun Failed Checks in GitHub ActionsA brief guide on how to automatically rerun (for N times) your failed checks/jobs with GitHub Actions on open Pull Requests.
InTDS Archivebyイルカ Borovec·May 5, 2022Kaggle hacking: Validate a simple hypothesis against a hidden datasetThis post will share how to creatively debug your Kaggle submission, particularly the submission format, and how I ran a simple hypothesis…
InTDS Archivebyイルカ Borovec·Feb 15, 2022How to Finetune Yolov5 in a Multi-GPU environmentIt is generally known that Deep Learning models tend to be sensitive to proper hyper-parameter selection. At the same time, when you…A response icon1A response icon1
