mutual-information-neural-estimator

There are 9 repositories under mutual-information-neural-estimator topic.

  • sunfanyunn/InfoGraph

    Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)

    Language:Python32061246

  • mzgubic/MINE

    Mutual Information Neural Estimator implemented in Tensorflow

    Language:Jupyter Notebook462316

  • ChengzhangZhu/MINE

    Keras implementation (only for tensorflow backend) of MINE: Mutual Information Neural Estimation

    Language:Jupyter Notebook20503

  • mohith-sakthivel/mine-pytorch

    Implementation of Information Bottleneck with Mutual Information Neural Estimation (MINE)

    Language:Python20113

  • ChenLiu-1996/DiffusionSpectralEntropy

    [ICMLW 2023, IEEE CISS 2024] Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy

    Language:Python13231

  • tiagoCuervo/MINE

    A Pytorch implementation of the Mutual Information Neural Estimator

    Language:Python12314

  • jElhamm/Deep-Learning-for-Channel-Coding-MI-Estimation

    "Simulations for the paper 'Deep Learning for Channel Coding via Neural Mutual Information Estimation' by Rick Fritschek, Rafael F. Schaefery, and Gerhard Wunder"

    Language:Jupyter Notebook6100

  • mieskolainen/icenet

    D<ee>p Learning [dev library]

    Language:Python3407

  • ferdiko/MI-for-NAS

    Mutual information for fine-grained network analysis in neural architecture search

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