Kyubyong
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 # numpy exercises
 
-In numerical computing in python, numpy is essential. I'm writing some simple (one or a few lines) but helpful exercises based on each of numpy's functions. The basic outline will follow this page: https://docs.scipy.org/doc/numpy/reference/routines.html
+In numerical computing in python, numpy is essential. I'm writing some simple (a few lines) but helpful exercises based on each of numpy's functions. The basic outline will be as follows.
+
+  * Array creation routines (DONE)
+  * Array manipulation routines (DONE)
+  * String operations (WIP)
+  * Numpy-specific help functions (DONE)
+  * Indexing routines (WIP)
+  * Input and output (WIP)
+  * Linear algebra (numpy.linalg) (DONE)
+  * Logic functions (DONE)
+  * Mathematical functions (WIP)
+  * Random sampling (numpy.random) (DONE)
+  * Set routines (DONE)
+  * Sorting, searching, and counting (WIP)
+  * Statistics (WIP)
 
 Nov., 2016
 Kyubyong