TanmayAmbadkar / deeplense-tests

DeepLense Tests

This repository has my attempts for the ML4SCI DeepLense tests. I am interested in 2 projects at DeepLense

1. Superresolution for Strong Gravitational Lensing
2. Transformers for Dark Matter Morphology with Strong Gravitational Lensing

The folders have been organised in the order of tests.

1. Test 1 - This has the notebook containing my solution for "Common Test I. Multi-Class Classification"
2. Test 3 - This has the notebook containing my solution for "Specific Test III. Learning Mass of Dark Matter Halo"
3. Test 5 - Classification - This has the notebook containing my solution for "Specific Test V. Exploring Transformers" for the classification task
4. Test 5 - Anomaly Detection - This has the notebook containing my solution for "Specific Test V. Exploring Transformers" for the anomaly detection task
5. 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