4 results found Sort:

msuzen
looper msuzen
34
257
unknown
13
A resource list for causality in statistics, data science and physics
causal physics causality causation statistics data-science causal-impact causal-models meta-learning causal-networks causal-discovery causal-inference machine-learning bayesian-inference causality-analysis statistical-physics causality-algorithms statistical-inference statistical-mechanics causal-machine-learning
Created 2018-01-04
240 commits to master branch, last one 14 days ago
wdphy16
stat-mech-van wdphy16
27
91
mit
10
Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.
pytorch statistical-physics scientific-computing variational-monte-carlo autoregressive-neural-networks
Created 2018-09-20
10 commits to master branch, last one 8 months ago
mcbal
deep-implicit-attention mcbal
5
63
mit
3
Implementation of deep implicit attention in PyTorch
transformers deep-learning implicit-layers neural-networks hopfield-networks ising-spin-models mean-field-theory associative-memory boltzmann-machines attention-mechanism statistical-physics artificial-intelligence deep-equilibrium-models
Created 2020-12-26
43 commits to main branch, last one 3 years ago
mcbal
spin-model-transformers mcbal
2
32
apache-2.0
3
Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX
spin-models spin-glasses transformers deep-learning time-evolution neural-networks hopfield-networks ising-spin-models mean-field-theory associative-memory vector-spin-models attention-mechanism partition-functions statistical-physics fixed-point-iteration statistical-mechanics artificial-intelligence non-equilibrium-dynamics near-equilibrium-dynamics
Created 2022-05-20
69 commits to main branch, last one about a year ago