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  1. DeepExplain DeepExplain Public

    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)

    Python 716 131

  2. MineTime MineTime Public

    MineTime public repository for issue tracking

    353 12

  3. DASP DASP Public

    Keras implementation for DASP: Deep Approximate Shapley Propagation (ICML 2019)

    Python 59 13

  4. LPDN LPDN Public

    Feedforward implementation of Lightweight Probabilistic Deep Networks for Keras and Tensorflow

    Jupyter Notebook 13 4

  5. gautamsi/ews-javascript-api gautamsi/ews-javascript-api Public

    EWS API for TypeScript/JavaScript - ported from OfficeDev/ews-managed-api - node, cordova, meteor, Ionic, Electron, Outlook Add-Ins

    TypeScript 278 72

  6. TorchPruner TorchPruner Public

    On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for neural networks in PyTorch.

    Jupyter Notebook 154 19