Spacing and capitalization.

EMAIL.txt

@@ -51,7 +51,7 @@ features:
  * efficient symbolic differentiation: Theano can compute derivatives
    for functions of one or many inputs.
  * speed and stability optimizations: avoid nasty bugs when computing
-  expressions such as log(1+ exp(x) ) for large values of x.
+   expressions such as log(1+ exp(x)) for large values of x.
  * dynamic C code generation: evaluate expressions faster.
  * extensive unit-testing and self-verification: includes tools for
    detecting and diagnosing bugs and/or potential problems.
@@ -71,7 +71,7 @@ About NumPy:
 
 http://numpy.scipy.org/
 
-About Scipy:
+About SciPy:
 
 http://www.scipy.org/