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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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thomasjpfan
thomasjpfan commented Oct 16, 2021

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:

  • Triple quotes are used to encompass the docstring text.
  • There is no blank line before or after the docstring.
Documentation Sprint good first issue Meta-issue

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

  • Updated Apr 3, 2022
  • Python
trivialfis
trivialfis commented Dec 13, 2020

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.

DmitriGekhtman
DmitriGekhtman commented May 14, 2022

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.

bug good first issue P2 triage
asaini
asaini commented Oct 1, 2021

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
enhancement good first issue
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