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One of the common arguments against population-based optimization methods is that they are significantly slower than methods that work with one (or a few) solutions at a time. I think one smart way to…
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def f1_loss(target, pred):
return -f1_score(target, pred)
#### Instantiate a HyperoptEstimator with the search space and number of evaluations
estim = HyperoptEstimator(classifier=clf,
…
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**Describe the bug**
Starting from [SynapseML website](https://microsoft.github.io/SynapseML/) and launching container with a pre-built docker image, nothing appears on the localhost, I am using Ubun…
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Are you interested in getting involved in Project Cognoma? If so, introduce yourself here.
I'll begin. I'm [Daniel Himmelstein](http://dhimmel.com/), a Postdoctoral Fellow in the [Greene Lab](http://…
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**Describe the bug**
The DP-RF classification is dramatically worse than non-DP version (sklearn) even with epsilon=np.inf. Apologies if I'm misunderstanding how this should work or if I'm missing so…
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### Search before asking
- [X] I have searched the YOLOv5 [issues](https://github.com/ultralytics/yolov5/issues) and found no similar bug report.
### YOLOv5 Component
Training
### Bug
wandb: WAR…
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### Deep Learning Simplified Repository (Proposing new issue)
:red_circle: **Project Title** : Breast Cancer Detection
:red_circle: **Aim** : To develop a model for detecting breast cancer using de…
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### Is your feature request related to a problem? Please describe.
No ML Algorithm is applied in the breast cancer problem. I can apply logistic regression. Please assign me this as a contributor und…
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*WARNING: Don't do this until it's confirmed everything works!*
We need to:
1. Update to a recent version of Python (3.11? 3.10?)
2. Update the package dependencies.
We've done this before i…