vanilla-gradient-descent

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Syed-Murtaza-Ali / Reimplementation-of-ICR-ECR

Independent PyTorch reproduction of ICR/ECR attribution-robustness training (Mehrpanah et al., ICML 2026) on ResNet18/CIFAR-10, includes a diagnostic that traces a non-reproducing ICR result to the learning-rate sweep never reaching the edge-of-stability regime the mechanism depends on.

deep-learning pytorch reproducibility cifar10 explainable-ai gradcam resnet18 adversarial-robustness feature-attribution paper-reproduction implicit-regularization vanilla-gradient-descent edge-of-stability

Updated Sep 1, 2026
Jupyter Notebook

SaadARazzaq / deep-learning-optimizers

Star

Deep Optimization Visualized: This repo is a comprehensive implementation and visualizations of fundamental gradient descent optimization algorithms used in deep learning.

rmsprop stochastic-gradient-descent minibatch-gradient-descent momentum-gradient-descent vanilla-gradient-descent nesterov-accelarated-gradient-descent adagrad-optimiser ada-optimizer

Updated Nov 8, 2025
Python

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