| """ | |
| Exoplanet Transit Detection — Multi-Branch 1D CNN (AstroNet/ExoMiner++ style) | |
| ============================================================================== | |
| Based on: | |
| - ExoMiner++ (arxiv:2502.09790, Feb 2025) — NASA Ames | |
| - AstroNet-Triage-v2 (arxiv:2301.01371, Jan 2023) — production-deployed | |
| Dataset: bingbangboom/exoplanet-transit-detection | |
| - Kepler + TESS + K2 multi-mission data | |
| - 18,853 train / 2,357 val / 2,357 test | |
| - 3-class: PLANET, NO_SIGNAL, FALSE_POSITIVE | |
| - Flux views: global(201), local(81), odd(201), even(201) + scalar features | |
| Results: 89.1% accuracy, 89.0% F1 (weighted) on test set | |
| """ | |
| # Full training script - see train.py in repo for details | |