statistical-mechanics topic
Coarse-Graining-Auto-encoders
mdgrad
Pytorch differentiable molecular dynamics
looper
A resource list for causality in statistics, data science and physics
bristol
Parallel random matrix tools and complexity for deep learning
infotopopy
computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks
physics
mechanics, statistical mechanics, fluid dynamics, thermodynamics, quantum mechanics, electromagnetism
statistical-mechanics
Lorenz attractors, statistical mechanics, nonlinear dynamical systems, computational physics.
admc
Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution
PyFolding
Python framework for multi-parameter optimization and evaluation of protein folding models
pyerrors
Error propagation and statistical analysis for Markov chain Monte Carlo simulations in lattice QCD and statistical mechanics using autograd