| """ |
| One-Shot Learning Module |
| |
| Implements the one-shot learning pipeline from the papers: |
| 1. Distortable Canvas: images as elastic surfaces with dual distance |
| 2. AMGD: Abstracted Multi-level Gradient Descent |
| 3. One-Shot Classifier: full pipeline from retina to classification |
| 4. Hebbian Learning: online synaptic adaptation |
| |
| Author: Algorembrant, Rembrant Oyangoren Albeos (2026) |
| """ |
|
|
| from .distortable_canvas import DistortableCanvas |
| from .amgd import AMGD |
| from .one_shot_classifier import OneShotClassifier |
| from .hebbian import HebbianLearning |
|
|
| __all__ = [ |
| 'DistortableCanvas', |
| 'AMGD', |
| 'OneShotClassifier', |
| 'HebbianLearning' |
| ] |
|
|
