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Sandeep42 authored Sep 13, 2024
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Data Science and Machine learning algorithms implemented in Python

## Usage

### Building the book

If you'd like to develop and/or build the Machine Learning with Python book, you should:

1. Clone this repository
2. Run `pip install -r requirements.txt` (it is recommended you do this within a virtual environment)
3. (Optional) Edit the books source files located in the `machine_learning_with_python/` directory
4. Run `jupyter-book clean machine_learning_with_python/` to remove any existing builds
5. Run `jupyter-book build machine_learning_with_python/`

A fully-rendered HTML version of the book will be built in `machine_learning_with_python/_build/html/`.

### Hosting the book

Please see the [Jupyter Book documentation](https://jupyterbook.org/publish/web.html) to discover options for deploying a book online using services such as GitHub, GitLab, or Netlify.

For GitHub and GitLab deployment specifically, the [cookiecutter-jupyter-book](https://github.com/executablebooks/cookiecutter-jupyter-book) includes templates for, and information about, optional continuous integration (CI) workflow files to help easily and automatically deploy books online with GitHub or GitLab. For example, if you chose `github` for the `include_ci` cookiecutter option, your book template was created with a GitHub actions workflow file that, once pushed to GitHub, automatically renders and pushes your book to the `gh-pages` branch of your repo and hosts it on GitHub Pages when a push or pull request is made to the main branch.

## Contributors

We welcome and recognize all contributions. You can see a list of current contributors in the [contributors tab](https://github.com/Sandeep42/machine_learning_with_python/graphs/contributors).

## Credits

This project is created using the excellent open source [Jupyter Book project](https://jupyterbook.org/) and the [executablebooks/cookiecutter-jupyter-book template](https://github.com/executablebooks/cookiecutter-jupyter-book).
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