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patch: minor grammar corrections to documentation (manual.rst) (#167)
Signed-off-by: retrooper <retrooper@packetevents.com>
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docs/source/manual.rst

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User Manual
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===========
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OpenSkill requires knowledge of some domain specific jargon to navigate.
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OpenSkill requires knowledge of some domain-specific jargon to navigate.
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If you know what the central measures of tendency and Gaussian distributions are, you are pretty much set.
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If you don't know what those are, please consider using a short resource on statistics to get acquainted with
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the terms. We recommend Khan Academy's short course on `statistics and probability <https://www.khanacademy.org/math/statistics-probability>`_.
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If you're struggling with any of the concepts, please search the discussions section to see if your question has already been answered.
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If you can't find an answer, please open a new `discussion <https://github.com/vivekjoshy/openskill.py/discussions>`_ and we'll try to help you out.
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You can also get help from the official `Discord Server <https://discord.com/invite/4JNDeHMYkM>`_. If you have a feature request, or want to report
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a bug please create a new `issue <https://github.com/vivekjoshy/openskill.py/issues/new/choose>`_ if one already doesn't exist.
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You can also get help from the official `Discord Server <https://discord.com/invite/4JNDeHMYkM>`_. If you have a feature request or want to report
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a bug, please create a new `issue <https://github.com/vivekjoshy/openskill.py/issues/new/choose>`_ if one already doesn't exist.
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Let's start with a short refresher:
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First we have to initialize the mode we want to use. We will use the :py:class:`PlackettLuce <openskill.models.weng_lin.plackett_luce.PlackettLuce>` model for this example.
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The :py:class:`PlackettLuce <openskill.models.weng_lin.plackett_luce.PlackettLuce>` model is generally a good choice if you're not expecting large matches with lots of players and teams.
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On the whole, all the 5 models have the same capabilities, but some are more accurate and some are faster than others. It's up to
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On the whole, all five models have the same capabilities, but some are more accurate, and some are faster than others. It's up to
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you to test out what works for you.
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Let's start the example by importing the model from the package. All models live

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