sphinxteam/spiked_matrix-tensor_T0

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Created almost 6 years ago
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sphinxteam/spiked_matrix-tensor_T0

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Solver of the gradient descent state evolution equation.

dnner

Deep Neural Networks Entropy from Replicas

tramp

Tree Approximate Message Passing

DukeLecture2018

Set of Lecture at Duke in 2018 by Lenka Zdeborova and Florent Krzakala "Statistical Physics For Optimization and Learning"

Jupyter Notebook

mlcourse_2019

INTRODUCTION TO MACHINE LEARNING: An introductory practical course by Florent Krzakala and Antoine Baker

Jupyter Notebook

mlphys

Travaux Pratiques -- Machine Learning for Physicists

Jupyter Notebook

sir_inference

GeneralizedLinearModel2017

Codes corresponding to the paper https://arxiv.org/abs/1708.03395

Jupyter Notebook

spiked_matrix-tensor

Integrators for Langevin State Evolution equations on the spiked matrix-tensor problem.

tramp_notebooks

Notebooks to illustrate the tramp package

Jupyter Notebook

LowRAMP.jl

Low Rank Matrix factorization with Julia

AMP_tutorial

Short AMP tutorial done during Lenka and Florent's class at Duke

Jupyter Notebook

Universality-CS-2019

JuliaTutorials

A collection of Julia notebook tutorials and examples.

Jupyter Notebook

perturbative_mean_field_matrix_factorization

Code for the paper "Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising"

Jupyter Notebook