gpflow 开源项目推荐（23 个）

GPflow /GPflow

Gaussian processes in TensorFlow

GPflow /GPflowOpt

Bayesian Optimization using GPflow

kekeblom /DeepCGP

Deep convolutional gaussian processes.

sremes /nssm-gp

Non-stationary spectral mixture kernels implemented in GPflow

AI4PFAS /AI4PFAS

Dataset and code for "Uncertainty-Informed Deep Transfer Learning of PFAS Toxicity"

FelixOpolka /Deep-Gaussian-Process

🤿 Implementation of doubly stochastic deep Gaussian Process using GPflow and TensorFlow 2.0

jajcayn /pygpso

Gaussian-Processes Surrogate Optimisation in python

aboustati /dgplib

Library for Deep Gaussian Processes based on GPflow

cemac /LIFD_GaussianProcesses

Jupyter Notebooks Tutorials on Gaussian Processes

HJakeCunningham /ASVGP

Actually Sparse Variational Gaussian Processes implemented in GPlow

FelixOpolka /GGP-TF2

📈 Implementation of the Graph Gaussian Process using GPflow and TensorFlow 2

awav /interactive-gp

Interactive Gaussian Processes

OnnoKampman /FCEst

Methods for estimating time-varying functional connectivity (TVFC)

dmosopt /dmosopt

Distributed surrogate-assisted evolutionary methods for multi-objective optimization of high-dimensional dynamical systems

GiovanniPasserello /SHGP

Sparse Heteroscedastic Gaussian Processes

brain-iith /SOD_DGP

Subset of Data Variational Inference for Deep Gaussian Process Model

aidanscannell /ModeRL

Mode-constrained model-based-reinforcement learning in TensorFlow/GPflow

OnnoKampman /phd-thesis

LaTeX code for my PhD thesis.

ebjaime /Local-and-Global-Sparse-Gaussian-Process-Regression

Study of Gaussian Process (GP) local and global approximations, and application of the sparse GP approximation, combining both the global and local approaches.

awav /gpflow-1.0-presentation

Towards GPflow 1.0