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**Describe the bug**
When analyzing the machine-results CSV's (C:\Users\name\Desktop\name\project_folder\csv\machine_results), I kept seeing all 0's in the column where it should be either a 0 or 1 b…
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Hi,
Seems like Opacus was tacked onto a non-private CTGAN implementation, but for suspicions I raise in a [comment to another Github repo that adapts this code](https://github.com/Team-TUD/CTAB-GAN…
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### Model Title
Tox21 NR-AR-LBD
### Publication
Hello @Yayeks!
As part of your Outreachy contribution, we have assigned you the dataset "Tox21 NR-AR-LBD" from the Therapeutics Data Commons to tr…
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### Proposal Submission
#### Proposed title of article
[Machine Learning] Implementing undersampling, oversampling and SMOTE techniques to handle imbalanced data in deep neural networks
#### Pr…
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Classes are very imbalanced, leading to predictions that are skewed in favor of the majority class. One way to resolve this is to implement a very naive undersampling routine.
https://github.com/a…
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I want download video of this play list:
[Imbalanced Model & Anomaly Detection](https://www.youtube.com/playlist?list=PLVppujud2yJo0qnXjWVAa8h7fxbFJHtfJ)
But when I set the `restrictfilenames` equ…
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This may be a missing feature based on my discussion in Gitter chat.
I want to use a custom distance metric for undersampling nearest neighbor (NN) methods. For example, KNeighborsClassifier in sk…
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Thanks for your sharing！I have my full-sampling data, would you like to share your method to make the undersampling data？Thank u very much~~~~
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- [x] implement tracking of model performances
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### pycaret version checks
- [X] I have checked that this issue has not already been reported [here](https://github.com/pycaret/pycaret/issues).
- [X] I have confirmed this bug exists on the [la…