brendanhasz/probflow
A Python package for building Bayesian models with TensorFlow or PyTorch
PythonMIT
Issues
- 0
model.coverage_by(ci=0.95) is not working
#72 opened by ramakrse - 0
Doc extension
#70 opened by slavakx - 0
Bayesian Network Implementation?
#69 opened by vahndi - 1
Backend Defaults to tensorflow
#68 opened by FunPolice67 - 2
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- 2
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Bayesian update method
#20 opened by brendanhasz - 0
Allow learning rate to be changed w/ PyTorch
#10 opened by brendanhasz - 0
Reinforcement learning example
#52 opened by brendanhasz - 0
Docs for using GPU w/ PyTorch
#50 opened by brendanhasz - 0
- 0
Add batch_norm kwarg to DenseNetwork
#38 opened by brendanhasz - 0
PyTorch mixture distribution
#9 opened by brendanhasz - 0
Multiple MC samples per batch
#21 opened by brendanhasz - 0
Add flipout support for PyTorch
#34 opened by brendanhasz - 0
Refactor tests
#35 opened by brendanhasz - 0
Probabilistic option for Dense, DenseNetwork, Embedding, and BatchNormalization
#18 opened by brendanhasz - 0
Multivariate regression example
#26 opened by brendanhasz - 0
DenseNet example
#33 opened by brendanhasz - 0
Figure out mac/windows multiprocessing issues
#32 opened by brendanhasz - 3
- 0
Ordered Parameter
#27 opened by brendanhasz - 1
PyTorch tracing during training
#17 opened by brendanhasz - 1
- 0
Convolutional modules
#25 opened by brendanhasz - 0
Allow MC KL divergence estimates
#24 opened by brendanhasz - 0
Collect backend variables/modules
#23 opened by brendanhasz - 0
Bayesian decision making example
#22 opened by brendanhasz - 1
Add jax support!
#14 opened by brianwa84 - 2
predictive_interval gives an error
#15 opened by gerardcelio - 2
Inverted Logistic Regression coefficients
#13 opened by arainboldt - 0
Memory leak when training models
#12 opened by brendanhasz - 0
- 0
PyTorch distribution.mean() is weird for InverseGamma, Bernoulli, Categorical, and OneHotCategorical
#8 opened by brendanhasz - 4
Contribution Guide
#5 opened by jejjohnson - 0
Gaussian Process support
#7 opened by brendanhasz - 1
- 2
Gaussian Mixture Model example bug
#4 opened by pkubik - 2
- 3
DenseClassifier errors on Colab
#1 opened by tantrev