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@pcsl-epfl

Physics of Complex Systems Lab | EPFL

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  1. diffeomorphism Public

    Apply maximum-entropy diffeomorphisms to images

    Python 8 1

  2. hierarchy-learning Public

    Learning a hierarchical model of data with neural networks.

    Python 12 5

Repositories

Showing 9 of 9 repositories
  • random-hierarchy-model Public Forked from pcsl-epfl/hierarchy-learning

    Learning a hierarchical model of data with neural networks.

    Python 2 MIT 5 0 0 Updated Jun 28, 2024
  • forward-backward-diffusion Public Forked from openai/guided-diffusion

    Forward-backward diffusion experiments on image datasets.

    Python 3 MIT 852 0 0 Updated Mar 4, 2024
  • regimes_of_SGD Public Forked from AntonioScl/regimes_of_SGD

    Code to reproduce the paper "On the different regimes of Stochastic Gradient Descent"

    Python 1 MIT 2 0 0 Updated Sep 1, 2023
  • hierarchy-learning Public

    Learning a hierarchical model of data with neural networks.

    Python 12 MIT 5 0 0 Updated Aug 31, 2023
  • regressionsphere Public

    Train a neural network in feature and lazy regimes on a regression task defined on the hyper-sphere.

    Python 4 MIT 0 0 0 Updated May 31, 2023
  • diffeomorphism Public

    Apply maximum-entropy diffeomorphisms to images

    Python 8 MIT 1 0 0 Updated May 31, 2023
  • ml-bibliography Public

    Bibliography for ML papers.

    TeX 0 0 0 0 Updated Oct 3, 2022
  • convolutional_neural_kernels Public Forked from alesfav/convolutional_neural_kernels

    Neural tangent kernels of deep convolutional neural networks

    Python 0 1 0 0 Updated Sep 19, 2022
  • two-hypothesis Public
    Mathematica 0 0 0 0 Updated Oct 5, 2021