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86

415

mit

9

Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿‍🔬

neuroscience brain-network brain-modeling neural-networks brain-simulations mean-field-theory neuroscience-methods computational-neuroscience

Created 2020-01-25

1,477 commits to master branch, last one 12 days ago

pyqula joselado

30

85

gpl-3.0

6

Python library to compute properties of quantum tight binding models, including topological, electronic and magnetic properties and including the effect of many-body interactions.

disorder topology magnetism interactions fermi-surface moire-pattern spin-textures tight-binding heavy-fermions density-of-states mean-field-theory quantum-transport superconductivity symmetry-breaking spectral-functions electronic-structure topological-insulator non-collinear-magnetism

Created 2021-07-28

566 commits to master branch, last one about a month ago

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

quantum-lattice joselado

11

54

gpl-3.0

5

User-friendly open-source software to design and solve tight-binding models, addressing electronic properties, topology, interactions, non-collinear magnetism, and unconventional superconductivity, am...

topology interactions tight-binding user-interface mean-field-theory superconductivity spin-orbit-coupling topological-insulator

Created 2021-07-28

98 commits to master branch, last one about a month ago

spin-model-transformers mcbal

2

34

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