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I am use tfp *-Flipout layers to construct a Bayesian neural network (BNN) and combine it with keras.fit to train. I am using a very similar way to define a BNN structure as a CNN but the keras.fit() …
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The function is pretty straightforward:
```python
def weighted_categorical_crossentropy(weights):
"""
A weighted version of keras.objectives.categorical_crossentropy
Variables:
…
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```bash
tensorflow==2.7.0
tensorflow-probability==0.14.1
```
## TLDR
To perform VI on discrete RVs, should I use:
- A- the REINFORCE gradient estimator
- B- the Gumbel-Softmax reparametrizati…
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- [X] I have read and agree to submit bug reports in accordance with the [issues policy](https://www.github.com/mlflow/mlflow/blob/master/ISSUE_POLICY.md)
### W…
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I get the following error after running an embedding layer as;
`Embedding(23624, 50, input_length=5, trainable=False)`
> InvalidArgumentError (see above for traceback): **indices[6,4]** = 23624 …
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Two customers have asked for the ability to update tables to either add columns (say to add an additional image column) or to add rows (to add additional runs or samples that are being generated over …
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`utils.score_stratified_by_confound()`
Helper to summarize the performance score (accuracy, MSE, MAE etc) for each
level or variant of confound. This is helpful to assess any bias towards a
…
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Clustering models in MLJ are implemented as `Unsupervised`
models. While they share common functionality, this has not been
properly documented, and there is no model subtype or trait that tags
a m…
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Hi,
just a remark, I guess it must be fairly complicated to replicate the behaviour from pandas ( appending categoricals, with different categories) into HDF5.
Currently this fails
```
…
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the latest version of pandas.
- [X] (optional) I have confirmed this bug exists on t…