Marco Ancona
Results
4
repositories owned by
Marco Ancona
DASP
58
Stars
13
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Keras implementation for DASP: Deep Approximate Shapley Propagation (ICML 2019)
DeepExplain
703
Stars
129
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A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)
TorchPruner
145
Stars
19
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On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for neural networks in PyTorch.