suyash/ContextualDecomposition

Contextual Decomposition Experiments

Contextual Decomposition

Experiments with Contextual Decomposition

LSTM

Contextual Decomposition Demo: https://colab.research.google.com/github/suyash/ContextualDecomposition/blob/master/lstm_decomposition_demo.ipynb

Agglomerative Contextual Decomposition Demo: https://colab.research.google.com/github/suyash/ContextualDecomposition/blob/master/lstm_acd_demo.ipynb

Conv1D

Contextual Decomposition Demo: https://colab.research.google.com/github/suyash/ContextualDecomposition/blob/master/conv1d_decomposition_demo.ipynb

Agglomerative Contextual Decomposition Demo: https://colab.research.google.com/github/suyash/ContextualDecomposition/blob/master/conv1d_acd_demo.ipynb

Conv2D

Contextual Decomposition Demo: https://colab.research.google.com/github/suyash/ContextualDecomposition/blob/master/conv2d_decomposition_demo.ipynb

Papers

• Contextual Decomposition: https://arxiv.org/abs/1801.05453
• Agglomerative Contextual Decomposition: https://openreview.net/pdf?id=SkEqro0ctQ