@@ -14,7 +14,7 @@ Installation
1414** Note:** If you are using Python installed with Ubuntu or ` conda ` ,
1515PyJulia may not work with Julia ≥ 0.7. For workarounds, see
1616[ Troubleshooting] ( #troubleshooting ) below. Same caution applies to
17- other Debian-based and possibly other GNU/Linux distributions.
17+ any Debian-based and possibly other GNU/Linux distributions.
1818
1919You will need to install PyCall in your existing Julia installation
2020
@@ -30,7 +30,7 @@ your `PATH`, you will have to add it. _An alias will not work._
3030Then finally you have to install PyJulia.
3131
3232** Note:** If you are not familiar with ` pip ` and have some troubles
33- with the following installation steps, we recommend to go through
33+ with the following installation steps, we recommend going through the
3434[ Tutorials in Python Packaging User Guide] ( https://packaging.python.org/tutorials/ ) .
3535
3636To get released versions you can use:
@@ -73,8 +73,8 @@ See [Testing](#testing) below for how to run tests.
7373Usage
7474-----
7575
76- PyJulia provides a high-level interface which assumes a "normal"
77- setup (e.g., ` julia ` is in your ` PATH ` ) and a low-level interface
76+ PyJulia provides a high-level interface which assumes a "normal" setup
77+ (e.g., ` julia ` program is in your ` PATH ` ) and a low-level interface
7878which can be used in a customized setup.
7979
8080### High-level interface
@@ -161,7 +161,7 @@ In [2]: %%julia
161161### Virtual environments
162162
163163PyJulia can be used in Python virtual environments created by
164- ` virtualenv ` , ` venv ` , and any tools wrapping them such as ` pipenv `
164+ ` virtualenv ` , ` venv ` , and any tools wrapping them such as ` pipenv ` ,
165165provided that Python executable used in such environments are linked
166166to identical libpython used by PyCall. If this is not the case,
167167initializing PyJulia (e.g., ` import julia.Main ` ) prints an informative
@@ -200,8 +200,8 @@ $ ldd /usr/bin/python
200200in Linux where ` /usr/bin/python ` should be replaced with the path to
201201your ` python ` command (use ` which python ` to find it out). In macOS,
202202use ` otool -L ` instead of ` ldd ` . If it does not print the path to
203- libpython like ` /usr/lib/libpython3.7m.so.1.0 ` in above, you need to
204- use one of the workaround below.
203+ libpython like ` /usr/lib/libpython3.7m.so.1.0 ` in above example , you
204+ need to use one of the workaround below.
205205
206206The easiest workaround is to use the ` python-jl ` command bundled in
207207PyJulia. This can be used instead of normal ` python ` command for
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