wehub-resource-sync
26 lines
820 B
Markdown
26 lines
820 B
Markdown
Dask Examples
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=============
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This directory contains examples of machine learning workflows with LightGBM and [Dask](https://dask.org/).
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Before running this code, see [the installation instructions for the Dask-package](https://github.com/lightgbm-org/LightGBM/tree/main/python-package#install-dask-package).
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After installing the package and its dependencies, any of the examples here can be run with a command like this:
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```shell
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python binary-classification.py
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```
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The examples listed below contain minimal code showing how to train LightGBM models using Dask.
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**Training**
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* [binary-classification.py](./binary-classification.py)
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* [multiclass-classification.py](./multiclass-classification.py)
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* [ranking.py](./ranking.py)
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* [regression.py](./regression.py)
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**Prediction**
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* [prediction.py](./prediction.py)
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