Modernnca #251
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Modernnca #251
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This pull request introduces a new model,
ModernNCA, along with various related updates and improvements. The changes include adding the new model and its configuration, updating the version, and integrating the model into the existing framework.New Model Integration:
mambular/base_models/modern_nca.py: Added theModernNCAclass, which includes methods for training, validation, and prediction using NCA-style candidate selection.mambular/models/modern_nca.py: AddedModernNCARegressor,ModernNCAClassifier, andModernNCALSSclasses that extend the base model for different tasks.mambular/configs/modernnca_config.py: Added theDefaultModernNCAConfigclass for configuring theModernNCAmodel.Configuration and Initialization:
mambular/configs/__init__.py: IncludedDefaultModernNCAConfigin the module exports.mambular/base_models/__init__.py: AddedModernNCAto the list of base models.mambular/models/__init__.py: AddedModernNCARegressor,ModernNCAClassifier, andModernNCALSSto the list of models.Version Update:
mambular/__version__.py: Updated the version from1.3.1to1.3.2.pyproject.toml: Updated the version from1.3.1to1.3.2.Utility and Wrapper Enhancements:
mambular/arch_utils/simple_utils.py: Added utility functions and classes, includingMLP_Blockandmake_random_batches.mambular/base_models/utils/lightning_wrapper.py: Enhanced the wrapper to supportModernNCAby adding methods for setup, training, validation, and prediction steps. [1] [2] [3] [4] [5] [6] [7]