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Search results for julia gaussian processes
gaussian-processes
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julia
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18 search results found
Stheno.jl
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327
Probabilistic Programming with Gaussian processes in Julia
Gaussianprocesses.jl
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289
A Julia package for Gaussian Processes
Kernelfunctions.jl
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260
Julia package for kernel functions for machine learning
Abstractgps.jl
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200
Abstract types and methods for Gaussian Processes.
Celerite
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177
Scalable 1D Gaussian Processes in C++, Python, and Julia
Miscellaneous R Code
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140
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. Now almost entirely superseded by the models-by-example repo.
Augmentedgaussianprocesses.jl
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132
Gaussian Process package based on data augmentation, sparsity and natural gradients
Temporalgps.jl
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104
Fast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt21a.html
Bayesianoptimization.jl
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84
Bayesian optimization for Julia
Gplikelihoods.jl
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43
Provides likelihood functions for Gaussian Processes.
Hiqga.jl
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32
High Quality Geophysical Analysis provides a general purpose Bayesian and deterministic inversion framework for various geophysical methods and spatially distributed / timeseries data
Autogp.jl
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30
Automated Bayesian model discovery for time series data
Covariancefunctions.jl
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15
Lazy, structured, and efficient operations with kernel matrices.
Julia Course
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11
Introductory Julia Course
Kriging.jl
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11
Gaussian process regression
Sparsegaussianprocesses.jl
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10
A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.
Deepstructuredmixtures
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7
Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)
Celerite.jl
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5
Implementation of semi-separable Cholesky decomposition in Julia
Kfestimate.jl
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5
Julia package for KF and EKF parameter estimation using Automatic Differentiation
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1-18 of 18 search results
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