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1. The-Role-of-Nonuniformity-in-Generalization The-Role-of-Nonuniformity-in-Generalization Public

   Python 2

2. Accelerated-Natural-Gradient-Descent-via-Hessian-Geometry Accelerated-Natural-Gradient-Descent-via-Hessian-Geometry Public

   Jupyter Notebook 1

3. Efficient-Natural-Gradient-Descent-with-Theoretical-Guarantees Efficient-Natural-Gradient-Descent-with-Theoretical-Guarantees Public

   Numerial Experiment of the paper "Diagonal Approximation of Fisher Information Metric in DNNs: Efficient Natural Gradient Descent with Theoretical Guarantees".

   Python 2

4. Experiments-on-the-Relation-between-Gradient-Covariance-Matrix-and-Depth-in-DNNs Experiments-on-the-Relation-between-Gradient-Covariance-Matrix-and-Depth-in-DNNs Public

   Python 1