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Intermediate/Advanced. Python. Michael Weinstein ... Accessing and working with objects in python. › Numpy. – How python actually stores data in memory.

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Python Program Structure Revisited ... ments to an intermediate format known as byte code and then interpret the byte code ... See the Python library manual.

This document is a self­learning document for a course in Python programming. This course contains (1) a part for beginners, (2) a discussion of several advanced topics that are of interest to Python programmers, and (3) a Python workbook with lots of exercises. Page 2

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Using Python Control Structures 15 Structuring Your Program 15 Using Sequences, Blocks and Comments 16 Selecting an Execution Path 17 Iteration 18 Handling Exceptions 20 Managing Context 21 Getting Data In and Out of Python 21 Interacting with Users 21 Using Text Files 23 Extending Python 24 Defi ning and Using Functions 24 Generator Functions 26

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› Python is already pretty fast for this operation › Going back and forth between numpy and standard python makes it much less fast › Running as much of this in numpy as possible gave about a 10x speed increase

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Python Practice Book, Release 2014-08-10 x, y=2,6 x, y=y, x+2 print x, y Problem 6: What will be the output of the following program. a, b=2,3 c, b=a, c+1 print a, b, c Numbers We already know how to work with numbers. >>> 42 42 >>> 4+2 6 Python also supports decimal numbers. >>> 4.2 4.2 >>> 4.2+2.3 6.5 Python supports the following operators ...

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Intermediate/Advanced Python Michael Weinstein (Day 2) Topics › Review of basic data structures › Accessing and working with objects in python › Numpy – How python actually stores data in memory – Why numpy can help – Dot product example – Extending our SAMLine object from yesterday – Making and ...