@@ 4,11 4,11 @@ 
 
 ## Wat
 
-In university I felt everyone should implement a mandelbro algorythm at least once before they graduate. So this was mine. It uses assembly, c, and Cython to create a Python module which can render mandelbrots, and Python to serve them over HTTP.
+In university I felt everyone should implement a mandelbro algorithm at least once before they graduate. So this was mine. It uses assembly, C, and Cython to create a Python module which can render mandelbrots, and Python to serve them over HTTP.
 
 ## History
 
-Durying my Fall semester in 2011 at university, for Computing 242 Machine Languages, I wrote a python script to generate a mandelbrot using PIL and served it using [Bottle](http://bottlepy.org/). The crux of the lab is a bit where I wrote part of the mandelbrot generation code in assembly in order to improve performance.
+During my Fall semester in 2011 at university, for Computing 242 Machine Languages, I wrote a python script to generate a mandelbrot using PIL and served it using [Bottle](http://bottlepy.org/). The crux of the lab is a bit where I wrote part of the mandelbrot generation code in assembly in order to improve performance.
 
 In the following semester, I looked into porting my code from Python into C. However, I ran into a problem and I gave up for a few months before deciding to use Cython, instead of C, to improve performance. Initially, I switched to Python 3 for this. However, I found that this was a huge hindrance on speed, and switched back to 2.7. This was a successful and very rewarding experience. Rendering (and encoding to a PNG) an 800×600 (480,000 pixels) image took 3.33 seconds in pure python after optimizations and 0.285 seconds after being ported to Cython.