All Categories → No Category → statistical-mechanics

Top 4 statistical-mechanics open source projects

statisticalphysics

open source E-book on statistical physics

✭ 34

Jupyter Notebook Mathematica HTML TeX python CSS statistical-mechanics statistical-physics

Parallel random matrix tools and complexity for deep learning

✭ 25

Jupyter Notebook python shell deep-learning machine-learning-algorithms statistical-mechanics deep-learning-papers complexity-analysis neural-architecture-search complexity-measure random-matrix-theory spin-glass ergodicity random-matrices circular-ensembles deep-learning-complexity

Pytorch differentiable molecular dynamics

✭ 127

python polymer chemistry molecular-dynamics statistical-mechanics physics-simulation quantum-dynamics graph-neural-networks force-field-optimization differentiable-simulations quantum-isomerization

Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution

✭ 17

tensorflow monte-carlo automatic-differentiation statistical-mechanics variational-monte-carlo

1-4 of 4 statistical-mechanics projects