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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
242 commits to master branch, last one 5 days ago
Pytorch differentiable molecular dynamics
Created
2020-08-15
577 commits to master branch, last one 2 years ago
A collection of interactive notebooks to explain concepts of quantum mechanics and related topics
Created
2020-04-27
820 commits to master branch, last one 4 months ago
Statistical Mechanics on Lattices
Created
2019-11-25
2,914 commits to main branch, last one 4 days ago
Error propagation and statistical analysis for Monte Carlo simulations in lattice QCD and statistical mechanics using autograd.
Created
2020-10-13
1,424 commits to develop branch, last one 5 days ago
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
Links to books, webpages, essays, apps, and other stuff from the internet.
Created
2023-07-15
93 commits to main branch, last one 13 days ago