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License: Apache License 2.0
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Jupyter Notebook 99.34%
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effect-of-sparsity-in-explaining-it-visual-cortex's Introduction
Effect-of-Sparsity-in-Explaining-IT-VIsual-Cortex
- prep_data_tinyimagenet.py
- generate_image_embs.py
- prepare_bold5000.py
Reproduce Results Scripts:
- train.py: Script to train the VGG-16 model on TinyImageNet dataset
- calculate_ridge_results.py: Script to calculate results for the Ridge Regression model and evaluate on 2vs2 and R2 score.
- calculate_ridge_results_filtered.py: Script to calculate results for the Ridge Regression model and evaluate with filtering on 2vs2 and R2 score.
- calculate_rsa_results.py: Calculate RDM cosine similarity scores.