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@@ -21,29 +21,23 @@ ______________________________________________________________________
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<!-- Keep in sync with docs/source/index.md -->
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pytask is a workflow management system that facilitates reproducible data analyses. Its
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features include:
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pytask facilitates reproducible data analyses. Its features are:
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- **Automatic discovery of tasks.**
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- **Lazy evaluation.** If a task, its dependencies, and its products have not changed,
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do not execute it.
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- **Debug mode.**
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- **Automatic discovery of tasks**
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- **Lazy execution**: Skip tasks when inputs and outputs are unchanged.
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- **Debug mode**:
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[Jump into the debugger](https://pytask-dev.readthedocs.io/en/stable/tutorials/debugging.html)
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if a task fails, get feedback quickly, and be more productive.
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- **Repeat a task with different inputs.**
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[Loop over task functions](https://pytask-dev.readthedocs.io/en/stable/tutorials/repeating_tasks_with_different_inputs.html)
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to run the same task with different inputs.
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- **Select tasks via expressions.** Run only a subset of tasks with
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[expressions and marker expressions](https://pytask-dev.readthedocs.io/en/stable/tutorials/selecting_tasks.html).
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- **Easily extensible with plugins**. pytask is built on
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[pluggy](https://pluggy.readthedocs.io/en/latest/), a plugin management framework that
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allows you to adjust pytask to your needs. Plugins are available for
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if a task fails.
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- **Repeat a task with different inputs**:
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[Loop over task functions](https://pytask-dev.readthedocs.io/en/stable/tutorials/repeating_tasks_with_different_inputs.html).
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- **Task Selection**: Run subsets with
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[expressions and markers](https://pytask-dev.readthedocs.io/en/stable/tutorials/selecting_tasks.html).
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- **Plugins**: Extend pytask with plugins for
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[parallelization](https://github.com/pytask-dev/pytask-parallel),
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[LaTeX](https://github.com/pytask-dev/pytask-latex),
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[R](https://github.com/pytask-dev/pytask-r), and
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[Stata](https://github.com/pytask-dev/pytask-stata) and more can be found
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[here](https://github.com/topics/pytask). Learn more about plugins in
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[this tutorial](https://pytask-dev.readthedocs.io/en/stable/tutorials/plugins.html).
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[Stata](https://github.com/pytask-dev/pytask-stata), and
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[more](https://pytask-dev.readthedocs.io/en/stable/tutorials/plugins.html).
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# Installation
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