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@dtak

Data to Actionable Knowledge (DtAK) Lab

Popular repositories

  1. tree-regularization-public tree-regularization-public Public

    Code for AAAI 2018 accepted paper: "Beyond Sparsity: Tree Regularization of Deep Models for Interpretability"

    Python 76 21

  2. rrr rrr Public

    Code/figures in Right for the Right Reasons

    Jupyter Notebook 52 11

  3. adversarial-robustness-public adversarial-robustness-public Public

    Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients"

    Jupyter Notebook 52 14

  4. ocbnn-public ocbnn-public Public

    General purpose library for BNNs, and implementation of OC-BNNs in our 2020 NeurIPS paper.

    Python 38 5

  5. mbrl-smdp-ode mbrl-smdp-ode Public

    PyTorch implementation of "Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs", NeurIPS 2020

    Python 34 5

  6. hip-mdp-public hip-mdp-public Public

    Code for training and testing a Hidden Parameter Markov Decision Process, used to facilitate the transfer of learning

    Python 27 11

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