SPHINX

Repositories

• PhaseRetrieval_demo

  Demonstration notebooks and code used for "Phase retrieval in high dimensions : Statistical and computational phase transitions"
  Jupyter Notebook 0 0 0 0 Updated Jun 16, 2020

• sir_inference
  Python 5 8 0 0 Updated May 26, 2020

• tramp

  Tree Approximate Message Passing

  bayesian-inference expectation-propagation state-evolution
  Python MIT 3 21 0 0 Updated May 12, 2020

• tramp_notebooks

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

• DukeLecture2018

  Set of Lecture at Duke in 2018 by Lenka Zdeborova and Florent Krzakala "Statistical Physics For Optimization and Learning"
  Jupyter Notebook 5 7 0 0 Updated Dec 22, 2019

• dnner

  Deep Neural Networks Entropy from Replicas
  Python 5 19 6 0 Updated Nov 2, 2019

• Universality-CS-2019
  Python 0 0 0 0 Updated May 28, 2019

• mlcourse_2019

  INTRODUCTION TO MACHINE LEARNING: An introductory practical course by Florent Krzakala and Antoine Baker
  Jupyter Notebook 6 10 0 0 Updated May 26, 2019

• spiked_matrix-tensor_T0

  Solver of the gradient descent state evolution equation.
  C++ 1 1 0 0 Updated Jan 15, 2019

• spiked_matrix-tensor

  Integrators for Langevin State Evolution equations on the spiked matrix-tensor problem.
  C 0 2 0 0 Updated Dec 17, 2018

• AMP_tutorial

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

• GeneralizedLinearModel2017

  Codes corresponding to the paper https://arxiv.org/abs/1708.03395
  Jupyter Notebook 1 3 0 0 Updated Jan 13, 2018

• Boltzmann.jl

  Forked from dfdx/Boltzmann.jl

  Restricted Boltzmann Machines in Julia
  Julia 23 10 8 (2 issues need help) 0 Updated Jun 30, 2017

• mlphys

  Travaux Pratiques -- Machine Learning for Physicists
  Jupyter Notebook 2 5 0 0 Updated Apr 4, 2017

• JuliaTutorials

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

• LowRAMP.jl

  Low Rank Matrix factorization with Julia
  Julia 0 1 0 0 Updated Sep 17, 2015