Repositories list

• random-hierarchy-model

  Public
  Learning a hierarchical model of data with neural networks.

  Python

  •

  MIT License

  •5•1•0•0•Updated Jun 28, 2024Jun 28, 2024

• forward-backward-diffusion

  Public
  Forward-backward diffusion experiments on image datasets.

  Python

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  MIT License

  •838•2•0•0•Updated Mar 4, 2024Mar 4, 2024

• regimes_of_SGD

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

  Python

  •

  MIT License

  •2•1•0•0•Updated Sep 1, 2023Sep 1, 2023

• hierarchy-learning

  Public
  Learning a hierarchical model of data with neural networks.

  Python

  •

  MIT License

  •5•11•0•0•Updated Aug 31, 2023Aug 31, 2023

• regressionsphere

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

  machine-learningsphereregression+ 4pytorchneural-networkskernel-regressiongaussian-random-field

  Python

  •

  MIT License

  •0•4•0•0•Updated May 31, 2023May 31, 2023

• diffeomorphism

  Public
  Apply maximum-entropy diffeomorphisms to images

  Python

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  MIT License

  •1•8•0•0•Updated May 31, 2023May 31, 2023

• ml-bibliography

  Public
  Bibliography for ML papers.

  TeX

  •0•0•0•0•Updated Oct 3, 2022Oct 3, 2022

• convolutional_neural_kernels

  Public
  Neural tangent kernels of deep convolutional neural networks

  Python

  •1•0•0•0•Updated Sep 19, 2022Sep 19, 2022

• two-hypothesis

  Public
  Mathematica

  •0•0•0•0•Updated Oct 5, 2021Oct 5, 2021