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refactor random forest
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README.md

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[![Source code](https://img.shields.io/static/v1?logo=github&label=Git&style=flat-square&color=brightgreen&message=Source%20code)](https://github.com/FullStackWithLawrence/006-scikit-learn-logistic-regression)
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[![Documentation](https://img.shields.io/static/v1?&label=Documentation&style=flat-square&color=000000&message=Documentation)](https://github.com/FullStackWithLawrence/006-scikit-learn-logistic-regression)
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[![Source code](https://img.shields.io/static/v1?logo=github&label=Git&style=flat-square&color=brightgreen&message=Source%20code)](https://github.com/FullStackWithLawrence/009-scikit-learn-random-forest)
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[![Documentation](https://img.shields.io/static/v1?&label=Documentation&style=flat-square&color=000000&message=Documentation)](https://github.com/FullStackWithLawrence/009-scikit-learn-random-forest)
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[![AGPL License](https://img.shields.io/github/license/overhangio/tutor.svg?style=flat-square)](https://www.gnu.org/licenses/agpl-3.0.en.html)
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[![hack.d Lawrence McDaniel](https://img.shields.io/badge/hack.d-Lawrence%20McDaniel-orange.svg)](https://lawrencemcdaniel.com)
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The included Python module scaffolds the implemntation of a model that would ostensibly be used in a production setting. Be aware that accordingly, this module excludes all code for analysis, QC and corrections to the included data set.
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```console
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foo@bar:~$ git clone https://github.com/FullStackWithLawrence/006-scikit-learn-logistic-regression.git
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foo@bar:~$ cd 006-scikit-learn-logistic-regression
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foo@bar:~$ git clone https://github.com/FullStackWithLawrence/009-scikit-learn-random-forest.git
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foo@bar:~$ cd 009-scikit-learn-random-forest
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foo@bar:~$ pip install -r requirements.txt
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# run the code from the command line
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There's an easy way to get Jupyter Notebooks working immediately, by downloading an application named [Anaconda Navigator](https://www.anaconda.com/) that is freely available for both Windows and Mac.
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![Anaconda](https://github.com/FullStackWithLawrence/006-scikit-learn-logistic-regression/blob/main/doc/anaconda.png)
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![Anaconda](https://github.com/FullStackWithLawrence/009-scikit-learn-random-forest/blob/main/doc/anaconda.png)
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### If You're New to Python
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foo@bar:~$ pre-commit
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```
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![pre-commit output](https://github.com/FullStackWithLawrence/006-scikit-learn-logistic-regression/blob/main/doc/pre-commit.png)
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![pre-commit output](https://github.com/FullStackWithLawrence/009-scikit-learn-random-forest/blob/main/doc/pre-commit.png)

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