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1. mlcommons/algorithmic-efficiency mlcommons/algorithmic-efficiency Public

   MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.

   Python 412 77

2. kronfluence kronfluence Public

   Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature

   Python 182 27

3. logix-project/logix logix-project/logix Public

   AI Logging for Interpretability and Explainability🔬

   Python 140 10

4. alstonlo/torch-influence alstonlo/torch-influence Public

   A simple PyTorch implementation of influence functions.

   Python 92 12

5. NoisyNaturalGradient NoisyNaturalGradient Public

   TensorFlow implementation of "noisy K-FAC" and "noisy EK-FAC".

   Python 60 8

6. Self-Tuning-Networks Self-Tuning-Networks Public

   PyTorch implementation of "STNs" and "Delta-STNs".

   Python 50 10