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SPOC lab · GitHub

SPOC lab

Statistical Physics of Computation @ EPFL

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  1. positional-and-semantic-attention positional-and-semantic-attention Public

    Jupyter Notebook 8 5

  2. 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 8 3

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

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

    Python 6

  4. counting-attention counting-attention Public

    Jupyter Notebook 5 3

  5. gibbs-sampler-neural-networks gibbs-sampler-neural-networks Public

    Gibbs sampler for neural network posteriors

    Jupyter Notebook 3 2

  6. QuadraticNetPowerlaw QuadraticNetPowerlaw Public

    Repository for the paper "Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime"

    Jupyter Notebook 3 1

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