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  1. phdiag_sgd phdiag_sgd Public

    Repository of the "Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural network"

    Jupyter Notebook 4

  2. mc_perceptron mc_perceptron Public

    Code for Learning curves for the multi-class teacher-student perceptron

    Python

  3. rbm_flows_ising rbm_flows_ising Public

    Code for "Restricted Boltzmann Machine Flows and The Critical Temperature of Ising models"

    Jupyter Notebook 12 3

  4. ICU_demand ICU_demand Public

    Code for "Age-structured estimation of COVID-19 ICU demand from low quality data"

    Jupyter Notebook

  5. growth_rate growth_rate Public

    Growth rate and growth acceleration COVID-19

    Jupyter Notebook 1

  6. sparse_id sparse_id Public

    Sparse identification of nonlinear governing equations

    Jupyter Notebook 1