SPOC lab

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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