Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

PyTorch Lightning - Finding the best learning rate for your model

PyTorch Lightning - William Falcon

Practical Lighting Tips to Rank on Kaggle Image Challenges

PyTorch Lightning Flash

https://lightning-flash.readthedocs.io/en/latest/

https://github.com/PyTorchLightning/lightning-flash

How to Baseline Deep Learning Tasks in a Flash

Flash is a collection of fast prototyping tasks, baselining and fine-tuning scalable Deep Learning models, built on PyTorch Lightning. It offers a seamless experience from baseline experiments to state-of-the-art research. It enables users to build models without getting intimidated by all the details and flexibly experiment with Lightning for complete versatility.

Examples

https://github.com/Borda/kaggle_plant-pathology Identify the type of disease present on Appletree leafs

References

https://github.com/PyTorchLightning/lightning-flash