Sheshka (PhD)'s repositories
curvedSpaceVertexModel
An extension of the previous cellGPU package (and, currently, less well documented), that allows for simulations of 2D vertex models in curved space
discovery-of-physics-from-data
Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"
SDESolverTest
A suite of methods for solving stochastic differential equations
Boltzmann.jl
Restricted Boltzmann Machines in Julia
DeePyMoD_tensorflow
This implementation of DeePyMoD is no longer maintained! We switched to a PyTorch based implementation: https://github.com/PhIMaL/DeePyMoD_torch
DukeLecture2018
Set of Lecture at Duke in 2018 by Lenka Zdeborova and Florent Krzakala "Statistical Physics For Optimization and Learning"
data-driven-discretization-1d
Code for "Learning data-driven discretizations for partial differential equations"
dnner
Deep Neural Networks Entropy from Replicas
mlcourse_2019
INTRODUCTION TO MACHINE LEARNING: An introductory practical course by Florent Krzakala and Antoine Baker
GeoPandas_Brasil
Using Geopandas to Plot Brazil Maps