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thangbui
/
geepee
A collection of Gaussian process models
MIT License
29
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DGPR model - kernel/weave error
#20
SebastianPopescu
closed
6 years ago
2
natural parameters or covariance parameters for variational approximations
#19
thangbui
opened
7 years ago
0
deep GP regression unable to produce sensible fit for small data (less than 4 data points)
#18
thangbui
opened
7 years ago
0
gradients of predictive means and variances wrt inputs
#17
thangbui
closed
7 years ago
0
predict_y with Gaussian likelihood
#16
hughsalimbeni
closed
7 years ago
1
pep8 style
#15
thangbui
opened
7 years ago
0
stochastic optimisation (noisy gradients due to data-subsampling) for ALL models
#14
thangbui
opened
7 years ago
0
Hensman's VI (nested compression) for Deep GP R/C/LVMs
#13
thangbui
opened
7 years ago
0
Frigola et al's VI for GPSSMs
#12
thangbui
opened
7 years ago
1
Titsias's VI for GP regression/classification
#11
thangbui
opened
7 years ago
0
Titsias's VI for GPLVMs
#10
thangbui
opened
7 years ago
0
improve Power-EP numerical stability/deal with invalid updates
#9
thangbui
opened
7 years ago
0
Approximate Power-EP for Deep GPs with intermediate variables for density models/latent variable models
#8
thangbui
opened
7 years ago
2
Approximate Power-EP for Deep GPs with intermediate variables for reg./cla.
#7
thangbui
opened
7 years ago
0
Quadrature/Monte Carlo
#6
thangbui
opened
7 years ago
2
Linearisation step
#5
thangbui
opened
7 years ago
0
unit tests and integration tests
#4
thangbui
opened
7 years ago
0
time profiling
#3
thangbui
opened
7 years ago
0
save/load models
#2
thangbui
opened
7 years ago
1
add documentation
#1
thangbui
opened
7 years ago
0