gaussian-random-field

There are 0 repository under gaussian-random-field topic.

larsblatny / GRFsaw
A simple software for constructing artificial binary microstructures in 2D or 3D
anisotropy gaussian-random-field microstructure microstructure-generator percolation
Language:Python 12
pcsl-epfl / regressionsphere
Train a neural network in feature and lazy regimes on a regression task defined on the hyper-sphere.
gaussian-random-field kernel-regression machine-learning neural-networks regression sphere pytorch
Language:Python 4
salimandre / texture-inpainting
Implementation of microtexture inpainting method using a probabilistic model.
kriging-method conditional-simulation texture-synthesis gaussian-random-field markov-random-field generative-model image-processing
Language:MATLAB 3
ashish1610dhiman / math_proofs
A few proofs and examples related to ML/Prob and Optimisation
bayesian-inference cubic-splines deep-learning hamiltonian-monte-carlo machine-learning maximum-likelihood-estimation mcmc-sampling metropolis-hastings statistical-learning gaussian gaussian-mixture-models gaussian-random-field hidden-markov-model
Language:Jupyter Notebook 1
blasif / j.environ.2024
Code for reproducing the results of the paper "A class of modular and flexible covariate-based covariance functions for nonstationary spatial modeling"
covariance-functions gaussian-processes nonstationary anisotropy gaussian-random-field heteroscedasticity
Language:R 1
EigenSolver / SpinShuttling.jl
Simulate the correlated stochastic noise in multiple-spin shuttling problem.
spin-dynamics stochastic-processes spin-qubit quantum-information gaussian-random-field
Language:Julia 1
JFagin / GRF_ML
Code for "Measuring the substructure mass power spectrum of 23 SLACS strong galaxy-galaxy lenses with convolutional neural networks"
convolutional-neural-network dark-matter deep-learning gaussian-random-field neural-network strong-lensing
Language:Jupyter Notebook 1
ryanquinnnelson / CMU-02750-Study-of-Type-2-Active-Learning-Algorithms
Spring 2021 - Automation of Scientific Research - course project
active-learning algorithm-implementation type-2-active-learning dh zlg logistic-regression random-forest-classifier gradient-boosting-classifier neural-network gaussian-random-field probabilistic-graphical-models
Language:Jupyter Notebook 1
HGangloff / dgmrf
Deep Gaussian Markov Random Fields and their extensions
deep-learning gaussian-random-field jax variational-inference
Language:Jupyter Notebook