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AdamCobb
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hamiltorch
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
BSD 2-Clause "Simplified" License
426
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Saving models
#31
tgautam03
closed
6 months ago
1
Abrahme/rmhmc neural ode
#30
abrahme
closed
8 months ago
0
Evaluating the gradient within the log probability function?
#29
nmudur
opened
8 months ago
0
fix verbose = True not printing debug information
#28
mkomod
closed
1 year ago
0
Great package -- but code quality could be improved
#27
ThGaskin
opened
1 year ago
1
log_prob() with additional arguments
#26
aaschwanden
opened
1 year ago
0
Is there an easy extension for SGMCMC such as SGLD and SGHMC?
#25
timxzz
closed
1 year ago
2
Fix shapes of the zero-means when passing taus into the model
#24
asolin
closed
1 year ago
1
Arbitrary likelihoods using torch distributions
#23
screaming-frog
closed
1 year ago
1
compute a KL divergence between a Gaussian Mixture model prior and a normal distribution posterior
#22
neuronphysics
opened
1 year ago
0
Use eigendecomposition that is already constructed to avoid doing another Cholesky decomposition
#21
howsiyu
opened
1 year ago
0
LSTM model
#20
kvelleng
closed
1 year ago
1
torch.triangular_solve deprecated
#19
ahenkes1
closed
1 year ago
1
AttributeError: 'list' object has no attribute 'parameters'
#18
tgautam03
closed
2 years ago
3
HELP
#17
hdjmjj
opened
2 years ago
0
Added support for Cyclical HMC
#16
kakodkar
opened
3 years ago
2
Custom model_loss for Bayesian PINN
#15
izzatum
opened
3 years ago
4
change the default prior to bounded prior
#14
tliu1023
closed
3 years ago
2
progress bar issue
#13
andreichalapco
opened
3 years ago
2
Add an option to disable printing progress while sampling
#12
rekino
opened
3 years ago
0
predict_model() got multiple values for argument 'samples'
#11
shib0li
closed
4 years ago
1
fix type of tau_list from float to torch.tensor
#10
fockl
closed
4 years ago
1
Number of steps per sample with No-U-Turn Sampler
#9
LukasWFurtner
closed
4 years ago
3
Conversion of model to functional breaks with internal methods
#8
chrhenning
opened
4 years ago
1
Slightly more optimized hyperparams for CNN on MNIST
#7
MECLabTUDA
opened
4 years ago
1
duplicate current sample in the chain if the proposal is rejected
#6
YilunZhou
closed
4 years ago
0
previous sample not appended upon rejection?
#5
YilunZhou
closed
4 years ago
1
No support for nested modules
#4
MilesCranmer
closed
4 years ago
4
Add option to define custom log-likelihood
#3
MilesCranmer
closed
4 years ago
1
Update README.md
#2
MilesCranmer
closed
4 years ago
0
more performant leapfrog for HMC
#1
bangxiangyong
closed
4 years ago
1