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Hi, thanks for your wonderful job! When I review code in line 148 of conformal_prediction.py, I find that the test label is used to calculate the confusion matrix, I think it if encountered data leaka…
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想利用这个包对深度学习模型应用于文本分类的输出结果进行共形预测,但是不知道如何调整
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Hi, interesting work!
I will keep an eye on this project for sure!
Quick question: Will this be valid for timeseries? I am specifically thinking about whether you have considered if the splitting …
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Comment below with one speaker (and/or a paper by the speaker) whom you wish to see at our workshop.
Please make your comments by Wednesday 11:59 PM, and upvote at least five of your peers' comment…
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## Keyword: sgd
### Doubly Stochastic Models: Learning with Unbiased Label Noises and Inference Stability
- **Authors:** Authors: Haoyi Xiong, Xuhong Li, Boyang Yu, Zhanxing Zhu, Dongrui Wu, Dejin…
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Hi there. I am trying to run the regression example but I when I try to load the library below
from conformal_tights import ConformalCoherentQuantileRegressor
I get the error
```
-----------…
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First many thanks for this awesome repo and the tutorial on split conformal prediction. While going through the `conformal prediction under distribution drift` section and the corresponding example `w…
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### Description
Enable the ability to pass custom parameters (for instance with kwargs) for the fit function of the model
### Use case
For instance, to use the Overfitting detector of the Catboost …
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### Short description of current behavior
it will come out a wrong confidence 0.0001 when the confidence is more than 0.99
### Video or screenshots
![image](https://github.com/mindsdb/mindsdb/asse…
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I'm wondering if you are planning to add conformal predictions functionnality (example here : https://nixtlaverse.nixtla.io/mlforecast/docs/how-to-guides/prediction_intervals.html) ? Doing so it would…