Machine learning
Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.
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Currently many more Python projects like dask and optuna are using Python type hints. With the Python package of xgboost gaining more and more features, we should also adopt mypy as a safe guard against some type errors and for better code documentation.
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May 14, 2022 - Go
What happened + What you expected to happen
The autoscaler pushes some logs to the Ray driver. The logs are prefixed with (scheduler) which is misleading.
The prefix should be (autoscaler).
Versions / Dependencies
Ray master.
Reproduction script
Submit a Ray task or actor which triggers upscaling to trigger the logs.
Issue Severity
Low: It annoys or frustrates me.
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Problem
See #3856 . Developer would like the ability to configure whether the developer menu or viewer menu is displayed while they are developing on cloud IDEs like Gitpod or Github Codespaces
Solution
Create a config option
showDeveloperMenu: true | false | auto
where
- true: always shows the developer menu locally and while deployed
- false: always sho
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- Wikipedia
- Wikipedia


Background / Objective
Docstrings in Python are string literals that occur as the first statement in a module, function, class, or method definition.
These are some of the characteristics of a docstring: