Merge branch 'master' of https://github.com/cjdoris/PythonCall.jl

Author: Christopher Doris

README.md

@@ -31,7 +31,7 @@ In this example, we use `PythonCall.jl` from an IJulia notebook to inspect the I
 
 In this example we use the Python module `juliacall` from an IPython notebook to train a simple neural network:
 - We generate some random training data using Python's `numpy`.
-- We construct and train a neural network model using Julia' `Flux`.
+- We construct and train a neural network model using Julia's `Flux`.
 - We plot some sample output from the model using Python's `matplotlib.pyplot`.
 
 ![Flux example screenshot](https://raw.githubusercontent.com/cjdoris/PythonCall.jl/master/examples/flux.png)

docs/src/compat.md

@@ -1,6 +1,6 @@
-# Compatability Tools
+# Compatibility Tools
 
-Some packages require a little extra help to work nicely from `PythonCall.jl`.
+Some packages require a little extra help to work nicely with `PythonCall.jl`.
 
 Some of these are "fixes" that are silently applied for you, and some are just extra functions to bridge a gap. We aim to keep these as minimal as possible.