Proofreading

A few more small things in Usage.

website/docs/usage/index.md

@@ -17,7 +17,7 @@ spaCy is compatible with **64-bit CPython 3.6+** and runs on **Unix/Linux**,
 >
 > To help you make the transition from v2.x to v3.0, we've uploaded the old
 > website to [**v2.spacy.io**](https://v2.spacy.io/docs). To see what's changed
-> and how to migrate, see the guide on [v3.0 guide](/usage/v3).
+> and how to migrate, see the [v3.0 guide](/usage/v3).
 
 ## Quickstart {hidden="true"}
 
@@ -176,7 +176,7 @@ to get the right commands for your platform and Python version.
   `sudo apt-get install build-essential python-dev git`
 - **macOS / OS X:** Install a recent version of
   [XCode](https://developer.apple.com/xcode/), including the so-called "Command
-  Line Tools". macOS and OS X ship with Python and git preinstalled.
+  Line Tools". macOS and OS X ship with Python and Git preinstalled.
 - **Windows:** Install a version of the
   [Visual C++ Build Tools](https://visualstudio.microsoft.com/visual-cpp-build-tools/)
   or
@@ -369,7 +369,7 @@ This error may occur when running the `spacy` command from the command line.
 spaCy does not currently add an entry to your `PATH` environment variable, as
 this can lead to unexpected results, especially when using a virtual
 environment. Instead, spaCy adds an auto-alias that maps `spacy` to
-`python -m spacy]`. If this is not working as expected, run the command with
+`python -m spacy`. If this is not working as expected, run the command with
 `python -m`, yourself – for example `python -m spacy download en_core_web_sm`.
 For more info on this, see the [`download`](/api/cli#download) command.
 
@@ -416,8 +416,8 @@ disk has some binary files that should not go through this conversion. When they
 do, you get the error above. You can fix it by either changing your
 [`core.autocrlf`](https://git-scm.com/book/en/v2/Customizing-Git-Git-Configuration)
 setting to `"false"`, or by committing a
-[`.gitattributes`](https://git-scm.com/docs/gitattributes) file] to your
-repository to tell git on which files or folders it shouldn't do LF-to-CRLF
+[`.gitattributes`](https://git-scm.com/docs/gitattributes) file to your
+repository to tell Git on which files or folders it shouldn't do LF-to-CRLF
 conversion, with an entry like `path/to/spacy/model/** -text`. After you've done
 either of these, clone your repository again.
 

website/docs/usage/layers-architectures.md

@@ -351,7 +351,7 @@ dropout = 0.2
 
 <Infobox variant="warning">
 
-Remember that it is best not to rely on any (hidden) default values, to ensure
+Remember that it is best not to rely on any (hidden) default values to ensure
 that training configs are complete and experiments fully reproducible.
 
 </Infobox>

website/docs/usage/linguistic-features.md

@@ -44,7 +44,7 @@ in the [models directory](/models).
 
 Inflectional morphology is the process by which a root form of a word is
 modified by adding prefixes or suffixes that specify its grammatical function
-but do not changes its part-of-speech. We say that a **lemma** (root form) is
+but do not change its part-of-speech. We say that a **lemma** (root form) is
 **inflected** (modified/combined) with one or more **morphological features** to
 create a surface form. Here are some examples:
 
@@ -290,7 +290,7 @@ import DisplaCyLong2Html from 'images/displacy-long2.html'
 Because the syntactic relations form a tree, every word has **exactly one
 head**. You can therefore iterate over the arcs in the tree by iterating over
 the words in the sentence. This is usually the best way to match an arc of
-interest — from below:
+interest – from below:
 
 ```python
 ### {executable="true"}
@@ -399,7 +399,7 @@ for descendant in subject.subtree:
 Finally, the `.left_edge` and `.right_edge` attributes can be especially useful,
 because they give you the first and last token of the subtree. This is the
 easiest way to create a `Span` object for a syntactic phrase. Note that
-`.right_edge` gives a token **within** the subtree — so if you use it as the
+`.right_edge` gives a token **within** the subtree – so if you use it as the
 end-point of a range, don't forget to `+1`!
 
 ```python