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New features concerning v4 will be added here.
### v4.0.x
- [x] Implement restore shaders for 1080p anime.
### v4.1.x
- [x] General exploration on whether using GANs can improve real-time upsc…
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As far as I can tell, there is currently no way to do NMF (or other decomposition methods) with missing data. This could be useful for at least a couple of reasons:
1. Data imputation: Using factor…
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Dr. Boyd says we can use GLRM and/or PCA to do a number of interesting data pathology things, including:
o detecting groups of columns which are expanded categoricals, and
o detecting columns whic…
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We should test our ABC pipeline by keeping aside a single simulation to use as "data" and doing ABC to see if we can infer its parameters back.
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IPFitting now has three branches that are rapidly diverging: `dipole`, `dev` and `committee`.
* Would I be right in thinking that I can merge `dipole` into `dev`, then fast-forward `master` to tha…
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[Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering](https://aclanthology.org/2021.acl-long.478/)
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## Contribution summary
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我们鼓励使用英文，如果不能直接使用，可以使用翻译软件，您仍旧可以保留中文原文。
We recommend using English. If you are non-native English speaker, you can use the translation software.
**Which Component**
Sentinel
**Is your featu…
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Hi @uniqueness and @gariel-google ,
Thank you for providing the code for this wonderful work! I have some questions and hopefully you will get back to me.
1. What is the general purpose and sign…
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Thanks for sharing the tool and it is super useful for training SD models, LoRA and embeddings!
I have some questions regarding improving the quality of LoRA with regularization images. I have gon…
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I trained 7 of the models and in all of them, I got more than %80 validation mIoU with the default settings (CamVid dataset after 1000 epochs). But when I tested the 1000th checkpoints with test.py co…