Pinned Repositories
deep-learning-dynamics-paper-list
This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and stochastic optimization. Thus, deep learning dynamics play an essentially important role in theoretical foundation of deep learning.
pytorch-optimizer
torch-optimizer -- collection of optimizers for Pytorch
Zhao-weijing's Repositories
Zhao-weijing/deep-learning-dynamics-paper-list
This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and stochastic optimization. Thus, deep learning dynamics play an essentially important role in theoretical foundation of deep learning.
Zhao-weijing/pytorch-optimizer
torch-optimizer -- collection of optimizers for Pytorch