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As we know I(X,Z) = KL(p(x,z)||p(x)p(z)). So why do you estimate mutual information by JSD rather than KL maximization?
f-GAN also gives us
KL(p(x)||q(x)) = max_T E_{x~p(x)} [T(x)] - E_{x\sim q(x…
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Hi @costapt and @diazandr3s,
At the beginning, thank you so much for the amazing work you have done and for making the code accessible to all of us. I have learned a lot from you guys, thanks once ag…
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## Description
WHY are we building?
Card sorting revelaed the template categories could be more mutually exclusive
WHAT are we building?
Small tweaks to template categories content based on research …
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### Is this the right place to submit this?
- [X] This is not a security vulnerability or a crashing bug
- [X] This is not a question about how to use Istio
### Bug Description
## Problem Statement…
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**Is your feature request related to a problem? Please describe.**
Provide an style transfer model to learn to generate synthetic CT from MRI, or T2 from T1, or e.g. T1 from on scanner to T1 from a d…
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Should be much faster than unobserved rows, because the cluster assignment in each model is assumed known. The current MI code path I am aware of only computes MI of columns for unobserved (new) rows…
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Mutual information regression has been implemented in `sklearn.feature_selection` and can compute mutual information between the main kinds of variables (discrete/discrete, continuous/discrete, contin…
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LGTM. My only issues are with some of the type hints.
@adam2392 can you comment here on why some flavors are left out? For example:
- mutual information and asymptotic chi-square test for disc…
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### System Info
- `transformers` version: 4.44.2
- Platform: Linux-6.8.0-40-generic-x86_64-with-glibc2.35
- Python version: 3.11.4
- Huggingface_hub version: 0.24.6
- Safetensors version: 0.4.5
…
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Hi, I changed the data dimension from 1 to another shape for example, 3*28*28, and modified the model similar to offered in MINE appendix.
However, I found that estimated mutual information cannot…