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We have a very imbalanced machine learning problem, where we have far fewer SecureDrop users than non-SecureDrop users. There are many ways of handling this situation - including oversampling the mino…
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I would greatly appreciate if you could let me how to resolve the following error while importing theano, which is installed on windows 10 using anaconda.
```
C:\Users\Markazi.co\Anaconda3\python.…
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### 🚀 The feature, motivation and pitch
The addition of weighted loss functions to the PyTorch library, specifically Weighted Mean Squared Error (WMSE), Weighted Mean Absolute Error (WMAE), and Weigh…
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Hi,
Thanks for maintaining the list of papers on long-tailed learning.
Can you please update the list with the following related papers:
1) Improving GANs for Long-Tailed Data through Group S…
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Here I want to brainstorm a list to what are all the potential threats (i.e., where can things go wrong) to a machine learning project? Our checklist need not address all of them, but we should in our…
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Feature Description
Credit card fraud is a significant issue that affects both consumers and financial institu…
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Could you update the codes of SelectNet, proposed in the article **SelectNet: Learning to Sample from the Wild for Imbalanced Data Training**?
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### Question
Hi,
I use yolov5x with this setting (train: 70%, val: 10%, test: 20%)
```
train: images/train # train images (relative to 'path') 128 images
val: images/val # val images (relativ…
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This is a non exhaustive list of the methods that can be added for the next release.
Oversampling:
- [ ] SPIDER
- [ ] MWMOTE
- [ ] SMOTE-SL
- [ ] SMOTE-RSB
- [x] SMOTE-NC
- [ ] Random-SMOTE h…
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Hi,
im trying to find edges in pointclouds. first i down-sampled my data set to 5k-sized pointclouds and got the following performance:
precision 0.9722454458109377
recall 0.9774251897764888
spe…