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GitHub topics: gpflow

kekeblom/DeepCGP

Deep convolutional gaussian processes.

Language: Jupyter Notebook - Size: 4.74 MB - Last synced at: 2 days ago - Pushed at: over 5 years ago - Stars: 78 - Forks: 19

dmosopt/dmosopt

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

Language: Python - Size: 1.08 MB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 5 - Forks: 4

GPflow/GPflow

Gaussian processes in TensorFlow

Language: Python - Size: 368 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1,846 - Forks: 434

OnnoKampman/phd-thesis

LaTeX code for my PhD thesis.

Language: TeX - Size: 7.68 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

OnnoKampman/FCEst

Methods for estimating time-varying functional connectivity (TVFC)

Language: Python - Size: 111 KB - Last synced at: 5 months ago - Pushed at: 11 months ago - Stars: 5 - Forks: 1

cemac/LIFD_GaussianProcesses

Jupyter Notebooks Tutorials on Gaussian Processes

Language: Jupyter Notebook - Size: 120 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 10 - Forks: 3

GPflow/GPflowOpt

Bayesian Optimization using GPflow

Language: Python - Size: 3.35 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 264 - Forks: 60

aboustati/cogp

Implementation of the COGP model

Language: Jupyter Notebook - Size: 376 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

aboustati/at_gp

Implements AT-GP from Cao et. al. 2010 in GPflow

Language: Python - Size: 7.81 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

aidanscannell/ModeRL

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

Language: Python - Size: 266 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

FelixOpolka/Deep-Gaussian-Process

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

Language: Python - Size: 28.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 24 - Forks: 6

GiovanniPasserello/SHGP

Sparse Heteroscedastic Gaussian Processes

Language: Python - Size: 4.75 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

aboustati/dgplib

Library for Deep Gaussian Processes based on GPflow

Language: Python - Size: 909 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 17 - Forks: 6

sremes/nssm-gp

Non-stationary spectral mixture kernels implemented in GPflow

Language: Python - Size: 1.55 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 27 - Forks: 6

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.

Language: Python - Size: 25.7 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

jajcayn/pygpso

Gaussian-Processes Surrogate Optimisation in python

Language: Python - Size: 3.09 MB - Last synced at: 7 days ago - Pushed at: almost 4 years ago - Stars: 19 - Forks: 1

AI4PFAS/AI4PFAS

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

Language: Jupyter Notebook - Size: 1.24 GB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 0

FelixOpolka/GGP-TF2

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

Language: Python - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 2

awav/interactive-gp

Interactive Gaussian Processes

Language: Jupyter Notebook - Size: 53.7 KB - Last synced at: 8 days ago - Pushed at: almost 6 years ago - Stars: 10 - Forks: 1

brain-iith/SOD_DGP

Subset of Data Variational Inference for Deep Gaussian Process Model

Language: Python - Size: 2.12 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

awav/gpflow-1.0-presentation

Towards GPflow 1.0

Language: HTML - Size: 1.81 MB - Last synced at: 28 days ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

awav/GPflow Fork of GPflow/GPflow

Gaussian processes in TensorFlow

Language: Python - Size: 15.6 MB - Last synced at: 5 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

Related Keywords
gpflow 22 gaussian-processes 15 machine-learning 12 tensorflow 11 python 5 variational-inference 4 bayesian-inference 4 gp 2 connectome 2 dynamic-functional-connectivity 2 fcest 2 fmri 2 functional-connectivity 2 mgarch 2 network-neuroscience 2 neuroimaging 2 time-varying-connectivity 2 wishart-processes 2 guassian-processes 2 tensorflow2 2 deep-gaussian-processes 2 gaussian-process 2 probabilistic-graphical-models 1 partition-tree 1 optimisation 1 neuroscience-methods 1 neuroscience 1 gaussian-processes-surrogate 1 probabilistic-programming 1 brainweb 1 bayesian-optimisation 1 gaussian-process-regression 1 spectral-kernels 1 non-stationary 1 ipython-notebook 1 hierarchical 1 presentation 1 guassian 1 deep-learning 1 gnn 1 deep-ensemble 1 ld50 1 cheminformatics 1 artificial-intelligence 1 space-partition-tree 1 mordred 1 pfas-toxicity 1 pytorch 1 rdkit 1 selectivenet 1 uncertainty-neural-networks 1 scale-biophysical-models 1 python3 1 graphs 1 bokeh 1 deeplearning 1 bayesian-statistics 1 trust-region 1 surrogate-optimization 1 smpso 1 optimization 1 nsga2 1 multiobjective-optimization 1 mpi4py 1 mpi-applications 1 mpi 1 gpytorch 1 evolutionary-algorithms 1 evolution-strategies 1 distributed-computing 1 distributed 1 cmaes 1 deep 1 reinforcement-learning 1 transfer-learning 1 multi-task-learning 1 hyperparameter-optimization 1 bayesian-optimization 1 sea-level-rise 1 earth-sciences 1 sliding-windows 1 nilearn 1 dynamic-conditional-correlation 1 brain-connectivity 1 latex-thesis 1 latex 1 stochastic-processes 1 ml 1 markov-chain-monte-carlo 1