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I'm really enjoying tensorboard, it makes my life a lot easier and gives me a good idea of what's happening as training progresses.
Unfortunately, I've found one area of weakness shows up when man…
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We should definitely evaluate a stacking model.
Right now, we could already combine the predictions of several models of different kinds (GBRT, ET, RF, AdaBoost, DBN), which should hopefully lead to…
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**Describe the issue**:
**Environment**:
- NNI version: 2.2
- Training service (local|remote|pai|aml|etc):local
- Client OS:Windows 10
- Server OS (for remote mode only): Windows 10
- Pyth…
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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussion…
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Hi!
I want to search the best optimizer for the given "mnist_example" from SGD and Adam.
However, for SGD, I also want to know which momentum value is the best (which Adam doesn't need), but for …
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We keep this issue open to collect feature requests and feedback from users, and thus keep improving this codebase.
If you didn't find the features you need in the [Road Map](https://github.com/sm…
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I used gradient boosting classifier to build a classification model. I am trying to improve the model by using a stack up model. I want to ensemble 3 different models, let's say, gbm, randomforests, l…
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Gaussian process treats parameter space as ordinal by nature. Because of this, this can make for the prior to unintentionally have a bias towards certain categories if we do not randomize the order of…
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So, let's assume you get a new dataset every month and need to train a new model on that data as soon as you receive it. You don't care if the model doesn't perform very well on old data, you care abo…
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## 🐛 Bug
When using ray.tune for hyperparameter optimization and invoking the AimLoggerCallback, the following error occurs:
```
Traceback (most recent call last):
File "/root/data/mamba-reid/ts…