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- Implement a linear model which uses stochastic gradient descent to optimize AUC
- See https://takeshimg92.github.io/posts/auc_optimiz.html
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Hi Zilong, do you think it's possible to add DP-SGD into the tabula due to the privacy concern? I tried to add what you did in CTABGAN+ into the tabulatrainer. The fit process runs with large training…
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### Prerequisites
- [X] I have [searched](https://github.com/GovTechSG/sgds-govtech-react/issues) for duplicate or closed issues
- [X] I have read the [contributing guidelines](https://github.com/…
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Noting here there are still some issues with SGD's complexes:
https://release.geneontology.org/2024-09-08/annotations/sgd.gpi.gz has
>SGD:S000218003 CPX-1852 RPD3L histone deacetylase complex|RP…
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Pombase
https://www.pombase.org/term/GO:0141164 0
Move these down?
https://www.pombase.org/results/from/id/3241f766-e918-482a-bebe-3e9752adfa45
I will ask SGD to make these more specific
SGD…
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I am trying to reimplement u-MuP in JAX and using this repo as a reference. I cannot figure out why Adam and SGD use different lr scaling factors: $\frac{1}{\sqrt{\text{fan-in}}}$ for [Adam](https://g…
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The alliance SGD records have many entries like:
```
{
"conditionRelations": [
{
"conditionRelationType": "has_condition",
…
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# 🚀 Feature Request
When running multiple experiments with hierarchical configurations, there's a need to completely override specific config groups (like optimizer settings) while preserving other…
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Hello,
I have used this package, its awesome
but I think there is an issue with NN.prototype.backPropagate
in gradient descent u should use the derivative of the activation function of the hidd…
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### 🐛 Describe the bug
#### 🐛 Bug description
The use of the `differentiable` flag in the optimizers such as SGD and Adam leads to the following exception:
```bash
Traceback (most recent cal…