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SPOC lab

Statistical Physics of Computation @ EPFL

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  1. Rigorous-dynamical-mean-field-theory Rigorous-dynamical-mean-field-theory Public

    Code for "Rigorous dynamical mean field theory for stochastic gradient descent methods"

    Python 5

  2. positional-and-semantic-attention positional-and-semantic-attention Public

    Jupyter Notebook 5 3

  3. bilinear-sequence-regression bilinear-sequence-regression Public

    Code for the paper "Bilinear Sequence Regression: Model for Learning from Long Sequences of High-dimensional Tokens"

    Jupyter Notebook 4 2

  4. gibbs-sampler-neural-networks gibbs-sampler-neural-networks Public

    Gibbs sampler for neural network posteriors

    Jupyter Notebook 3 2

  5. counting-attention counting-attention Public

    Jupyter Notebook 3 2

  6. rectangular_RIE rectangular_RIE Public

    Code for reproducing the results in "Optimal denoising of rotationally invariant rectangular matrices"

    Python 2 1

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