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Deep Learning Optimization Algorithms ⭐ 37

Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

Count Sketch Optimizers ⭐ 10

A compressed adaptive optimizer for training large-scale deep learning models using PyTorch

Nadir is a library of bleeding-edge optimisers built for speed and functionality in PyTorch for researchers 💙

ND-Adam is a tailored version of Adam for training DNNs.

Optimizers Visualizations ⭐ 5

A Repository to Visualize the training of Linear Model by optimizers such as SGD, Adam, RMSProp, AdamW, ASMGrad etc

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