Pinnedイルカ BorovecinPyTorch Lightning Developer BlogBest Practices to Rank on Kaggle Competition with PyTorch Lightning and Spot InstancesComplete the data science cycle of solving the Image classification challenge with an interactive session, hyper-parameter fine-tuning on…Sep 22, 2021Sep 22, 2021
イルカ BorovecinCodeXGit 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
イルカ BorovecinCodeXScalable 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
イルカ BorovecinTowards Data ScienceKaggle 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
イルカ BorovecinTowards Data ScienceHow 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, 20221Feb 15, 20221
イルカ BorovecinCodeXAddressing 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, 20211Dec 8, 20211
イルカ BorovecinPyTorch 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
イルカ BorovecinTowards Data ScienceEasy Kaggle Offline Submission With Chaining KernelsA simple guide on facilitating your Kaggle submission for competitions with restricted internet access using Kaggle kernel chain.Nov 29, 2021Nov 29, 2021
イルカ BorovecinTowards AITabular Classification and Regression Made Easy with Lightning FlashThis post presents solving Tabular primary data via the two most common Machine Learning (ML) tasks — classification and regression, with…Nov 25, 2021Nov 25, 2021
イルカ BorovecinTowards Data ScienceSimple 3D MRI classification ranked bronze on KaggleGuide on how to design a simple training workflow building on several well-established frameworks to produce a robust baseline solution.Oct 27, 20211Oct 27, 20211