Topic: "mean-field-theory"
neurolib-dev/neurolib
Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿🔬
Language: Python - Size: 57.5 MB - Last synced at: 15 days ago - Pushed at: 4 months ago - Stars: 430 - Forks: 89
joselado/pyqula
Python library to compute properties of quantum tight binding models, including topological, electronic and magnetic properties and including the effect of many-body interactions.
Language: Python - Size: 87.2 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 103 - Forks: 34
fwcore/mean-field-theory-deep-learning
paper lists and information on mean-field theory of deep learning
Size: 1.34 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 71 - Forks: 7
mcbal/deep-implicit-attention
Implementation of deep implicit attention in PyTorch
Language: Python - Size: 145 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 57 - Forks: 4
joselado/quantum-lattice
User-friendly open-source software to design and solve tight-binding models, addressing electronic properties, topology, interactions, non-collinear magnetism, and unconventional superconductivity, among others.
Language: Python - Size: 14.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 52 - Forks: 11
joselado/quantum-honeycomp
Package to perform tight binding calculation in tight binding models, with a friendly user interface
Language: Python - Size: 46.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 39 - Forks: 17
joselado/pygra
Python library to compute different properties of tight binding models
Language: Python - Size: 8.93 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 27 - Forks: 21
mcbal/spin-model-transformers
Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX
Language: Python - Size: 387 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 0
kyungminlee/HartreeFockBogoliubov.jl
Hartree-Fock-Bogoliubov solver for a generic interacting fermion Hamiltonian
Language: Julia - Size: 1.96 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 3
Anjishnubose/MeanFieldToolkit.jl
Package for solving generalized BdG mean field theory of interacting systems.
Language: Julia - Size: 195 KB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 7 - Forks: 2
refraction-ray/admf
Automatic Differentiation Mean Field Approach
Language: Python - Size: 24.4 KB - Last synced at: 13 days ago - Pushed at: almost 5 years ago - Stars: 7 - Forks: 2
grasingerm/polymer-stats
Computational statistical mechanics of field-responsive polymer chains
Language: Julia - Size: 149 KB - Last synced at: 15 days ago - Pushed at: 4 months ago - Stars: 6 - Forks: 3
JulianKarlBauer/mechmean
Mean field methods in the context of continuum mechanics with special focus on orientation averaging homogenization
Language: Python - Size: 2.76 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1
muxitox/Dynamical-MF-Self-Attention
This repository contains the code to reproduce the experiments performed in the Dynamical Mean-Field Theory of Self-Attention Neural Networks article.
Language: Python - Size: 23.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0
gdesousa2/Soccer-World-Cup-2022-Simulation
Here I implemented a simulation to predict the outcome of the FIFA Men's World Cup 2022.
Language: Jupyter Notebook - Size: 377 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
mark-antal-csizmadia/variational-inference-gmm
Coordinate ascent mean-field variational inference (CAVI) using the evidence lower bound (ELBO) to iteratively perform the optimal variational factor distribution parameter updates for clustering.
Language: Jupyter Notebook - Size: 676 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0
tifaniwarnita/ising-spin-model
Mean field theory and cavity method implementation.
Language: Python - Size: 1.15 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 1
Adriano-7/mean-field-marl Fork of mlii/mfrl
Implementation of Mean Field Multi-Agent Reinforcement Learning (MF-MARL), featuring MF-Q and MF-AC algorithms for scalable learning in multi-agent environments like the Ising Model and Battle Game.
Language: Python - Size: 5.68 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
ShuN6211/sc-vortex-2d
This repo provide numerical result of Caroli-de Gennes-Matricon(CdGM) mode and pair potential of an isolated quantum vortex in a two-dimensional superconductor .
Language: Python - Size: 89 MB - Last synced at: 14 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0
AndrewLyasoff/heterogeneous-models
Supplements the paper “Self-Aware Transport of Economic Agents” [SATEA] by Andrew Lyasoff
Language: Jupyter Notebook - Size: 5.55 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0
vrettasm/MeanFieldVarGP
Mean field variational Gaussian process algorithm. This repository contains a python3 implementation of the variational mean field algorithm as described in the paper: Physical Review E. vol. 91, 2015, 012148.
Language: Python - Size: 20.3 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
JackHunt/2DMeanField 📦
Implementation of Variational Mean Field Inference for dense Conditional Random Fields.
Language: C++ - Size: 240 KB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1
PrimerLi/cdw
A C++ program for solving the mean field equation in Holstein model and periodic Anderson model with Holstein phonons, with phonon displacement as the order parameter.
Language: C++ - Size: 503 KB - Last synced at: 12 months ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 1
bineet-dash/hartree-fock-NFE-bands
Hartree Fock corrections to nearly free electron Bloch bands
Language: C++ - Size: 12.7 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0
rcoteru/rlif-ising
Ising model for a network of refractive leaky integrate-and-fire (LIF) neurons
Language: Julia - Size: 167 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0
Maleniski/SemiMarkov-MeanField
Dashboard documentation for the simulating the evolution of object proportions under a mean field approach.
Language: Python - Size: 641 KB - Last synced at: about 20 hours ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
vpyykkonen/negf-transport-solver
Transport solver for a two-terminal superconducting junction for probing a tight-binding mean-field structure
Language: C++ - Size: 372 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
beddalumia/KMHproject
A collection of programs and scripts to solve and analyze the Kane-Mele-Hubbard model in a variety of (dynamical) mean-field settings
Language: Fortran - Size: 4.96 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1
cnsl-nu/SI_1I_2SD-with-Duty-Cycles-in-Wireless-Sensor-Networks
A bi-virus epidemic model for networks with duty-cycled wireless sensors
Language: MATLAB - Size: 11.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
gerritgr/LumPy
Model Reduction of the Approximate Master Equation for Epidemic Processes on Complex Networks
Language: Python - Size: 85.9 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
mark-antal-csizmadia/variational-inference
Factorized variational approximation using a univariate Gaussian distribution over a single variable x.
Language: Jupyter Notebook - Size: 1.05 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
riccardodesanti/learning-theory
Projects of the Statistical Learning Theory class at ETH Zurich
Language: Jupyter Notebook - Size: 7.7 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
IreneFerri/alpha3states
3 states magnetic model
Language: Fortran - Size: 1.09 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
daveh19/MFNetwork
Numerical integration of mean-field equations for large-scale leaky integrate-and-fire neuronal network simulations incorporating synaptic plasticity via Graupner Brunel model. Includes support for a memory-induction stim-pop.
Language: C - Size: 48.8 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1
bineet-dash/hubbard-model-mean-field
Path integral based Auxiliary field Monte-Carlo results for Fermionic Hubbard model using HF decoupling
Language: C++ - Size: 46.9 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0
bineet-dash/hartree-fock
A project to study Hartree-Fock technique in 1-D
Language: C++ - Size: 55.7 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0