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piEsposito
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blitz-bayesian-deep-learning
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
GNU General Public License v3.0
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freeze_, unfreeze_ vs model.eval()/model.train()
#69
pythonometrist
opened
3 years ago
1
Huge Memory Demand
#68
serop96
closed
2 years ago
8
fix minibatch weight
#67
sansiro77
closed
3 years ago
0
Typo in minibatch_weighting.py
#66
sansiro77
closed
3 years ago
2
Fix: bayesian regression example
#65
piotr-rarus
closed
3 years ago
1
Bayesian representation of non-linear layers
#64
cappelletto
closed
3 years ago
2
add layer wrappers for flipout and radial bnn
#63
piEsposito
closed
3 years ago
0
update pytorch requirement to 1.7
#62
piEsposito
closed
3 years ago
0
when can the modules be applied in pytorch1.7?
#61
Pu-nk
closed
3 years ago
3
Question about adding linear bayesian layers on top of a conv network
#60
asadabbas09
closed
3 years ago
3
classification with freeze_ and unfreeze_
#59
yongjin-shin
opened
3 years ago
2
Extra -0.5 in log_posterior()?
#58
isaac-cfwong
closed
2 years ago
7
A question in stocks price prediction
#57
coastline95
closed
3 years ago
4
Using BNN to Make a Prediction
#56
PeterJin0617
closed
3 years ago
2
Advice how to initialize prior_sigma_1, prior_sigma_2 and posterior_rho_init
#55
jHaselberger
closed
3 years ago
2
Use looser version requirements
#54
marcosfelt
closed
3 years ago
0
How to enable posterior sharpening?
#53
ransari74
closed
3 years ago
4
Question about calculating uncertainty for lstm Seq2Seq architecture
#52
ShellySrivastava
closed
4 years ago
2
Bayesian MLP not learning for regression tasks
#51
tiwalayo
closed
3 years ago
8
Variance of predictions is to small
#50
LukasWFurtner
closed
4 years ago
6
Boston regression example
#49
terbed
closed
4 years ago
4
Predictive Posterior with 0 Entropy
#48
jlevy44
closed
4 years ago
3
Update requirements.txt
#47
piEsposito
closed
4 years ago
0
pip install
#46
andreichalapco
closed
3 years ago
3
ERROR: Could not find a version that satisfies the requirement torch==1.4.0
#45
rbunn80110
closed
4 years ago
2
renamed scale mixture prior to prior weight dist
#44
piEsposito
closed
4 years ago
0
-inf in log_prior and nan in loss breaks training
#43
rafaljanwojcik
closed
4 years ago
6
How to calculate the variance of prediction results when making predictions
#42
XingHYu
closed
3 years ago
2
Fix mean in sample_elbo
#41
waldeland
closed
4 years ago
1
ConvTranspose2d
#40
jlevy44
closed
3 years ago
5
Initializing net parameters
#39
LukasWFurtner
closed
4 years ago
4
feature: sharpen posterior for bayesian_rnn modules
#38
piEsposito
closed
4 years ago
0
fix: gru introduced in flipout rnn
#37
piEsposito
closed
4 years ago
0
feature: add peephole possibility to lstm
#36
ana-tamais
closed
4 years ago
0
features: bayesian GRU layer
#35
piEsposito
closed
4 years ago
0
feature: introduce any torch distribution as prior
#34
piEsposito
closed
4 years ago
0
error to test github action
#33
piEsposito
closed
4 years ago
0
feature: add mfvi forward method to variational_estimator decorator
#32
piEsposito
closed
4 years ago
0
feature: add layer wrapper for radial bnn
#31
piEsposito
closed
4 years ago
0
feature: flipout wrapper for bayesian layer
#30
piEsposito
closed
4 years ago
0
feature: add cifar10 example with prior for variational weights
#29
piEsposito
closed
4 years ago
0
feature: add moped weight initializer
#28
piEsposito
closed
4 years ago
0
fix: correct freeze_ unfreeze and freeze attr naming
#27
piEsposito
closed
4 years ago
0
feature: action for unittests on pull request and push to master
#26
piEsposito
closed
4 years ago
0
Specification of Additional Priors and Posterior MCMC
#25
jlevy44
closed
4 years ago
6
Conv layers 1d and 3d
#24
piEsposito
closed
4 years ago
0
Weight init
#23
piEsposito
closed
4 years ago
0
feature: add bayesian embeddings
#22
piEsposito
closed
4 years ago
0
fix: .normal_() on self.eps_weight.data
#21
ana-tamais
closed
4 years ago
0
Bayesian Siamese Network
#20
ana-tamais
closed
4 years ago
1
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