piEsposito blitz-bayesian-deep-learning issues

piEsposito / 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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