Published inData Science CollectiveHow 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.Nov 5, 2025Nov 5, 2025
Published inTowards AIBIRL: Benchmarking Image Registration Through LandmarksThe ANHIR Challenge ProblemOct 24, 2025Oct 24, 2025
Published inCodeXBuild 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.Sep 22, 2025Sep 22, 2025
Published inCodeXMastering API Deprecation in Python: The Pain Points and How pyDeprecate Can HelpIn the ever-evolving world of software development, change is inevitable. Libraries and frameworks must adapt to new requirements, improved…Sep 21, 2025A response icon1Sep 21, 2025A response icon1
Published inCodeXGit 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…Nov 6, 2023Nov 6, 2023
Published inCodeXScalable 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.Sep 25, 2023Sep 25, 2023
Published inTDS ArchiveKaggle 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…May 5, 2022May 5, 2022
Published inTDS ArchiveHow 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…Feb 15, 2022A response icon1Feb 15, 2022A response icon1
Published inCodeXAddressing Toxic Comments with Lightning Flash and DetoxifyShowcasing simplicity of creating an NLP model for detecting toxicity in plain text with Lightning Flash. We also present a community…Dec 8, 2021A response icon1Dec 8, 2021A response icon1
Published inPyTorch Lightning Developer BlogStay Ahead of Breaking Changes with the New Lightning Ecosystem CIA new integration platform for Data Science and Deep Learning packages based on Lightning to boost compatibility, perform regular testing…Dec 7, 2021Dec 7, 2021
