A simple software for constructing artificial binary microstructures in 2D or 3D
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May 1, 2023 - Python
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gaussian-random-field
Here are 14 public repositories matching this topic...
Train a neural network in feature and lazy regimes on a regression task defined on the hyper-sphere.
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May 31, 2023 - Python
Implementation of microtexture inpainting method using a probabilistic model.
image-processing generative-model texture-synthesis markov-random-field conditional-simulation gaussian-random-field kriging-method
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Feb 27, 2020 - MATLAB
Source code for the paper: "Gaussian Random Fields as an Abstract Representation of Patient Metadata for Multimodal Medical Image Segmentation"
medical-image-segmentation multimodal-fusion feature-fusion-network gaussian-random-field chronic-wounds
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May 29, 2025 - Python
Deep Gaussian Markov Random Fields and their extensions
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Aug 4, 2025 - Jupyter Notebook
Code for "Measuring the substructure mass power spectrum of 23 SLACS strong galaxy-galaxy lenses with convolutional neural networks"
deep-learning neural-network convolutional-neural-network dark-matter strong-lensing gaussian-random-field
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Sep 16, 2024 - Jupyter Notebook
Code for reproducing the results of the paper "A class of modular and flexible covariate-based covariance functions for nonstationary spatial modeling"
gaussian-processes covariance-functions anisotropy nonstationary heteroscedasticity gaussian-random-field
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Aug 26, 2025 - R
Simulation algorithm for non-stationary multivariate space-time Gaussian random fields based on Gaussian Mixtures
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Jun 27, 2025 - R
A few proofs and examples related to ML/Prob and Optimisation
machine-learning deep-learning statistical-learning gaussian gaussian-mixture-models bayesian-inference hidden-markov-model hamiltonian-monte-carlo maximum-likelihood-estimation metropolis-hastings cubic-splines mcmc-sampling gaussian-random-field
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May 7, 2023 - Jupyter Notebook
Spring 2021 - Automation of Scientific Research - course project
neural-network logistic-regression probabilistic-graphical-models gradient-boosting-classifier active-learning dh random-forest-classifier algorithm-implementation zlg type-2-active-learning gaussian-random-field
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May 24, 2021 - Jupyter Notebook
Simulate the correlated stochastic noise in multiple-spin shuttling problem.
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Nov 22, 2025 - Julia
Fast and exact simulation of multivariate Gaussian Random Fields (GRFs) using circulant embedding and FFT-based spectral methods.
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Dec 11, 2025 - R
A package to generate fast exact multivariate Gaussian fields with flexible covariance structures
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Dec 11, 2025 - Jupyter Notebook
Source code for the paper: "Multimodal HarDNet for Enhanced Weakly Supervised Chronic Wound Segmentation"
dermatology multimodal medical-image-segmentation multimodal-fusion feature-fusion-network gaussian-random-field chronic-wounds
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Apr 23, 2025
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