Pinned Repositories
Boltzmann.jl
Restricted Boltzmann Machines in Julia
dnner
Deep Neural Networks Entropy from Replicas
DukeLecture2018
Set of Lecture at Duke in 2018 by Lenka Zdeborova and Florent Krzakala "Statistical Physics For Optimization and Learning"
GeneralizedLinearModel2017
Codes corresponding to the paper https://arxiv.org/abs/1708.03395
mlcourse_2019
INTRODUCTION TO MACHINE LEARNING: An introductory practical course by Florent Krzakala and Antoine Baker
mlphys
Travaux Pratiques -- Machine Learning for Physicists
sir_inference
spiked_matrix-tensor
Integrators for Langevin State Evolution equations on the spiked matrix-tensor problem.
tramp
Tree Approximate Message Passing
tramp_notebooks
Notebooks to illustrate the tramp package
SPHINX's Repositories
sphinxteam/dnner
Deep Neural Networks Entropy from Replicas
sphinxteam/tramp
Tree Approximate Message Passing
sphinxteam/DukeLecture2018
Set of Lecture at Duke in 2018 by Lenka Zdeborova and Florent Krzakala "Statistical Physics For Optimization and Learning"
sphinxteam/Boltzmann.jl
Restricted Boltzmann Machines in Julia
sphinxteam/mlcourse_2019
INTRODUCTION TO MACHINE LEARNING: An introductory practical course by Florent Krzakala and Antoine Baker
sphinxteam/mlphys
Travaux Pratiques -- Machine Learning for Physicists
sphinxteam/sir_inference
sphinxteam/GeneralizedLinearModel2017
Codes corresponding to the paper https://arxiv.org/abs/1708.03395
sphinxteam/spiked_matrix-tensor
Integrators for Langevin State Evolution equations on the spiked matrix-tensor problem.
sphinxteam/tramp_notebooks
Notebooks to illustrate the tramp package
sphinxteam/AMP_tutorial
Short AMP tutorial done during Lenka and Florent's class at Duke
sphinxteam/LowRAMP.jl
Low Rank Matrix factorization with Julia
sphinxteam/spiked_matrix-tensor_T0
Solver of the gradient descent state evolution equation.
sphinxteam/JuliaTutorials
A collection of Julia notebook tutorials and examples.
sphinxteam/perturbative_mean_field_matrix_factorization
Code for the paper "Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising"
sphinxteam/Universality-CS-2019
sphinxteam/PhaseRetrieval_demo
Demonstration notebooks and code used for "Phase retrieval in high dimensions : Statistical and computational phase transitions"