This repository has my attempts for the ML4SCI DeepLense tests. I am interested in 2 projects at DeepLense
- Superresolution for Strong Gravitational Lensing
- Transformers for Dark Matter Morphology with Strong Gravitational Lensing
The folders have been organised in the order of tests.
- Test 1 - This has the notebook containing my solution for "Common Test I. Multi-Class Classification"
- Test 3 - This has the notebook containing my solution for "Specific Test III. Learning Mass of Dark Matter Halo"
- Test 5 - Classification - This has the notebook containing my solution for "Specific Test V. Exploring Transformers" for the classification task
- Test 5 - Anomaly Detection - This has the notebook containing my solution for "Specific Test V. Exploring Transformers" for the anomaly detection task
- Test 6 - This has the notebook containing my solution for "Specific Test VI. Image Super-resolution"
All code has been implemented in PyTorch and run on Google Colab. The trained models