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    17 repositories

    • tramp

      Public
      Tree Approximate Message Passing
      bayesian-inferenceexpectation-propagationstate-evolution
      Python
      •
      MIT License
      •7•29•0•0•Updated Apr 29, 2024Apr 29, 2024

    • perturbative_mean_field_matrix_factorization

      Public
      Code for the paper "Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising"
      Jupyter Notebook
      •1•1•0•0•Updated Apr 18, 2023Apr 18, 2023

    • PhaseRetrieval_demo

      Public
      Demonstration notebooks and code used for "Phase retrieval in high dimensions : Statistical and computational phase transitions"
      Jupyter Notebook
      •0•0•0•0•Updated Apr 15, 2023Apr 15, 2023

    • sir_inference

      Public
      Python
      •6•6•0•0•Updated May 26, 2020May 26, 2020

    • tramp_notebooks

      Public
      Notebooks to illustrate the tramp package
      Jupyter Notebook
      •2•3•0•0•Updated Apr 2, 2020Apr 2, 2020

    • DukeLecture2018

      Public
      Set of Lecture at Duke in 2018 by Lenka Zdeborova and Florent Krzakala "Statistical Physics For Optimization and Learning"
      Jupyter Notebook
      •9•16•0•0•Updated Dec 22, 2019Dec 22, 2019

    • dnner

      Public
      Deep Neural Networks Entropy from Replicas
      Python
      •8•32•6•0•Updated Nov 2, 2019Nov 2, 2019

    • Universality-CS-2019

      Public
      Python
      •0•1•0•0•Updated May 28, 2019May 28, 2019

    • mlcourse_2019

      Public
      INTRODUCTION TO MACHINE LEARNING: An introductory practical course by Florent Krzakala and Antoine Baker
      Jupyter Notebook
      •8•14•0•0•Updated May 26, 2019May 26, 2019

    • spiked_matrix-tensor_T0

      Public
      Solver of the gradient descent state evolution equation.
      C++
      •2•2•0•0•Updated Jan 15, 2019Jan 15, 2019

    • spiked_matrix-tensor

      Public
      Integrators for Langevin State Evolution equations on the spiked matrix-tensor problem.
      C
      •1•4•0•0•Updated Dec 17, 2018Dec 17, 2018

    • AMP_tutorial

      Public
      Short AMP tutorial done during Lenka and Florent's class at Duke
      Jupyter Notebook
      •1•2•0•0•Updated Mar 28, 2018Mar 28, 2018

    • GeneralizedLinearModel2017

      Public
      Codes corresponding to the paper https://arxiv.org/abs/1708.03395
      Jupyter Notebook
      •3•5•0•0•Updated Jan 13, 2018Jan 13, 2018

    • Boltzmann.jl

      Public
      Restricted Boltzmann Machines in Julia
      Julia
      •
      Other
      •27•15•8•0•Updated Jun 30, 2017Jun 30, 2017

    • mlphys

      Public
      Travaux Pratiques -- Machine Learning for Physicists
      Jupyter Notebook
      •2•8•0•0•Updated Apr 4, 2017Apr 4, 2017

    • JuliaTutorials

      Public
      A collection of Julia notebook tutorials and examples.
      Jupyter Notebook
      •0•1•0•0•Updated Jun 8, 2016Jun 8, 2016

    • LowRAMP.jl

      Public
      Low Rank Matrix factorization with Julia
      Julia
      •
      Other
      •1•2•0•0•Updated Sep 17, 2015Sep 17, 2015