gradient-flow

There are 2 repositories under gradient-flow topic.

google / neural-tangents
Fast and Easy Infinite Neural Networks in Python
bayesian-inference bayesian-networks deep-networks gaussian-processes gradient-descent gradient-flow infinite-networks jax kernel kernel-computation neural-networks neural-tangents training-dynamics
Language:Jupyter Notebook 2360
sbyebss / variational_wgf
[ICML2022] Variational Wasserstein gradient flow
gradient-flow icml-2022
Language:Jupyter Notebook 24
clear-nus / DGflow
Pytorch implementation of DGflow (ICLR 2021).
generative-model generative-adversarial-network normalizing-flows variational-autoencoder iclr2021 gradient-flow iclr
Language:Python 17
jasper9000 / BEC_numeric
Numeric simulation of a 2D Bose Einstein condensate
bec bose-einstein-condensate ground-state gradient-flow
Language:Python 9
VITA-Group / GradientGCN
[NeurIPS 2022] Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again by Ajay Jaiswal*, Peihao Wang*, Tianlong Chen, Justin F Rousseau, Ying Ding, Zhangyang Wang
deep-gcns gradient-flow graph-neural-networks initialization
Language:Python 8
willp552 / DAE
Solver for differential algebraic equations
python3 scientific-computing differential-equations gradient-flow optimal-control dae differential-algebraic-equations
Language:Python 7
hanyas / wasserstein-flow-filter
Variational Filtering via Wasserstein Gradient Flow
gradient-flow kalman-filtering state-estimation state-space-models variational-inference wasserstein-distance
Language:Python 6
smaityumich / individual-fairness-testing
fairness-testing fairness-ml gradient-flow
Language:Jupyter Notebook 3
smithhenryd / NN-Kernel-and-Rich-Regimes
Senior Project for Statistics & Data Science at Yale University
deep-learning gradient-descent gradient-flow linear-regression neural-network neural-tangent-kernel optimization python tensorflow
Language:TeX 3
bharatmahaur / LeNo
Code for paper: "Improved Residual Network Based on Norm-Preservation for Visual Recognition" https://doi.org/10.1016/j.neunet.2022.10.023
computer-vision convolutional-neural-networks deep-learning deep-neural-networks gradient-analysis gradient-flow gradient-norm leno-resnet norm-preservation optimization-stability residual-network resnet visual-recognition pytorch resnext wideresnet optimization-problem image-recognition imagenet
Language:Python 1
milc-qcd / qex
MILC collaboration's fork of the Quantum EXpressions lattice field theory framework
milc qcd quantum-chromodynamics milc-qcd lattice-qcd lattice-qcd-calculations hisq gradient-flow highly-improved-staggered-quarks kogut-susskind staggered-quarks
Language:Nim 1
smithhenryd / Lazy-Training
Yale S&DS 432 final project studying lazy training dynamics for differentiable optimization problems
neural-networks deep-learning probability-statistics optimization gradient-descent gradient-flow neural-network neural-tangent-kernel
Language:TeX 1
ViktorAJStein / Accelerated_Stein_Variational_Gradient_Flows
Accelerated Stein Variational Gradient Descent for sampling for densities
accelerated-gradient bayesian-inference gradient-descent gradient-flow information-theory sampling sampling-methods stein-method svgd
Language:Python 1
ViktorAJStein / Regularized_f_Divergence_Particle_Flows
Discretized Wasserstein Particle Flows of a MMD-regularized f-divergence functional.
f-divergence gradient-flow mmd particle-flow regularization reproducing-kernel-hilbert-space rkhs wasserstein-gradient-flows sampling sampling-methods
Language:Python 1
o-morikawa / Gaugefields.jl
Utilities of quantum theory of (higher-form) general gauge fields
hep hep-lat hmc lattice-qcd qcd gradient-flow julia mpi four-dimensional three-dimensional winding-number-algorithm
Language:Julia 0
o-morikawa / Wind3D
Discrete approximation to 3D winding number mapping T^3->U(N)
gradient-flow hep hep-lat julia julia-language three-dimensions torus winding-number-algorithm
Language:Mathematica 0
RelationalML / GAT_Balanced_Initialization
Supplementary code for the paper 'Are GATs Out of Balance?' to be published at NeurIPS 2023
gradient-flow graph-attention-networks graph-neural-networks initialization training-dynamics
Language:Python 0
jonland82 / sorting-as-gradient-flow
A continuous-time geometric formulation of sorting as gradient flow on the permutohedron
complexity-theory discrete-mathematics geometry gradient-flow sorting theoretical-computer-science permutohedron
Language:Jupyter Notebook
RJaBi / AnisoGradientFlowAnalysis
Analysis of the anisotropic Gradient Flow output of 1203.4469 for anisotropic lattice QCD gauge anisotropy determination and scale setting
fortran fortran-package-manager lattice-qcd gradient-flow wilson-flow
Language:Fortran