gpflow

There are 0 repository under gpflow topic.

GPflow / GPflow
Gaussian processes in TensorFlow
bayesian-statistics deep-learning gaussian-processes gp gpflow machine-learning markov-chain-monte-carlo ml stochastic-processes tensorflow variational-inference
Language:Python 1890
GPflow / GPflowOpt
Bayesian Optimization using GPflow
bayesian-optimization gpflow hyperparameter-optimization machine-learning
Language:Python 272
kekeblom / DeepCGP
Deep convolutional gaussian processes.
gaussian-processes gpflow machine-learning tensorflow
Language:Jupyter Notebook 81
sremes / nssm-gp
Non-stationary spectral mixture kernels implemented in GPflow
gaussian-processes gpflow spectral-kernels non-stationary
Language:Python 28
FelixOpolka / Deep-Gaussian-Process
🤿 Implementation of doubly stochastic deep Gaussian Process using GPflow and TensorFlow 2.0
bayesian-inference gpflow tensorflow deep-gaussian-processes gaussian-processes machine-learning
Language:Python 26
AI4PFAS / AI4PFAS
Dataset and code for "Uncertainty-Informed Deep Transfer Learning of PFAS Toxicity"
pfas-toxicity uncertainty-neural-networks selectivenet cheminformatics artificial-intelligence deep-ensemble machine-learning ld50 gpflow pytorch tensorflow2 mordred rdkit gnn
Language:Jupyter Notebook 24
aboustati / dgplib
Library for Deep Gaussian Processes based on GPflow
deep-gaussian-processes gpflow gaussian-processes deep hierarchical
Language:Python 19
jajcayn / pygpso
Gaussian-Processes Surrogate Optimisation in python
bayesian-optimisation brainweb gaussian-processes gaussian-processes-surrogate gpflow neuroscience neuroscience-methods optimisation partition-tree python3 scale-biophysical-models space-partition-tree
Language:Python 19
cemac / LIFD_GaussianProcesses
Jupyter Notebooks Tutorials on Gaussian Processes
python earth-sciences gpflow guassian-processes sea-level-rise tensorflow
Language:Jupyter Notebook 12
HJakeCunningham / ASVGP
Actually Sparse Variational Gaussian Processes implemented in GPlow
gaussian-processes gpflow sparse-gaussian-processes sparse-regression
Language:Python 11
awav / interactive-gp
Interactive Gaussian Processes
gp gaussian-process gpflow tensorflow bokeh
Language:Jupyter Notebook 10
FelixOpolka / GGP-TF2
📈 Implementation of the Graph Gaussian Process using GPflow and TensorFlow 2
bayesian-inference gpflow tensorflow graphs machine-learning gaussian-processes
Language:Python 10
OnnoKampman / FCEst
Methods for estimating time-varying functional connectivity (TVFC)
functional-connectivity neuroimaging gaussian-processes machine-learning wishart-processes fmri sliding-windows dynamic-conditional-correlation dynamic-functional-connectivity time-varying-connectivity fcest network-neuroscience connectome brain-connectivity python mgarch nilearn gpflow
Language:Python 7
dmosopt / dmosopt
Distributed surrogate-assisted evolutionary methods for multi-objective optimization of high-dimensional dynamical systems
distributed distributed-computing evolutionary-algorithms cmaes nsga2 optimization python smpso evolution-strategies gpflow gpytorch mpi mpi-applications mpi4py trust-region gaussian-process multiobjective-optimization surrogate-optimization
Language:Python 5
GiovanniPasserello / SHGP
Sparse Heteroscedastic Gaussian Processes
gpflow python gaussian-processes machine-learning tensorflow variational-inference
Language:Python 4
brain-iith / SOD_DGP
Subset of Data Variational Inference for Deep Gaussian Process Model
bayesian-inference deeplearning probabilistic-graphical-models probabilistic-programming variational-inference tensorflow gpflow
Language:Python 3
aidanscannell / ModeRL
Mode-constrained model-based-reinforcement learning in TensorFlow/GPflow
gaussian-processes machine-learning python reinforcement-learning bayesian-inference variational-inference gpflow tensorflow2
Language:Python 2
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.
gaussian-process-regression gaussian-processes gpflow
Language:Python 1
OnnoKampman / phd-thesis
LaTeX code for my PhD thesis.
fcest fmri functional-connectivity gpflow neuroimaging time-varying-connectivity wishart-processes connectome dynamic-functional-connectivity gaussian-processes latex latex-thesis machine-learning mgarch network-neuroscience
Language:TeX 1
aboustati / cogp
Implementation of the COGP model
gaussian-processes gpflow multi-task-learning
Language:Jupyter Notebook 0
awav / GPflow
Gaussian processes in TensorFlow
guassian-processes guassian tensorflow gpflow machine-learning
Language:Python 0
aboustati / at_gp
Implements AT-GP from Cao et. al. 2010 in GPflow
gpflow gaussian-processes transfer-learning tensorflow
Language:Python
awav / gpflow-1.0-presentation
Towards GPflow 1.0
gpflow gaussian-processes machine-learning presentation ipython-notebook tensorflow
Language:HTML