tensorflow / tensorflow/probability
Cross entropy and KL Divergence for two binomial distributions.
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Description
The TensorFlow Distributions document page states that both cross-entropy and Kl divergence functions exit for Binomial distribution. However, when I try to call them I get a NotImplemented error.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reproducing the reported NotImplemented error for cross-entropy and KL divergence between two Binomial distributions, using the TensorFlow Distributions documentation page as the reference. Determine whether the implementation or the documentation is incorrect, then verify that the documented behavior and the callable functions agree.
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Assessment
- Tech stack
- tensorflow
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100