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Getting started with ipython

Foss: Python - English

Outline: invoking ipython if there's a problem, pre-requisites are not met. getting out explain the prompt typing commands 1+2 careful wording to differentiate from print print 1+2 history (up, ..

Basic

Using the plot command interactively

Foss: Python - English

Outline: Using the plot command interactively ipython -pylab pylab brings in the libraries necessary for Scientific Computing. linspace, len clf plot using the plot ui..

Basic

Embellishing a plot

Foss: Python - English

Outline: Embellishing a plot Title Label line width, color, style annotations

Basic

Saving plots

Foss: Python - English

Outline: Saving plots basic savefig png, pdf, ps, eps, svg going to OS and looking at the file

Basic

Multiple plots

Foss: Python - English

Outline: Multiple plots overlays linspace give one with very few points, more points show smoothness of the curve legend figure 1, figure2 subplots

Basic

Additional features of IPython

Foss: Python - English

Outline: Additional features of IPython ave, %history, %run

Basic

loading data from files

Foss: Python - English

Outline: loading data from files loadtxt with unpack=True primes.list (one col) pendulum.txt (two col)

Basic

Plotting the data

Foss: Python - English

Outline: Plotting the data plot L vs. T2 using square function problem with 3 cols 3rd column is error error bar

Basic

Other types of plots

Foss: Python - English

Outline: Other types of plots scatter pie chart bar chart log illustration of other plots, matplotlib help

Basic

Getting started with sage notebook

Foss: Python - English

Outline: Getting started with sage notebook about sage starting the notebook server using the UI typesetting & print selecting language sage LaTeX ..

Basic

Getting started with symbolics

Foss: Python - English

Outline: Getting started with symbolics symbolic expressions built-in constants & functions algebraic expressions, series integration, differentiation matri..

Basic

Using Sage

Foss: Python - English

Outline: ABCD Degree RBT - U Calculus limits differentiation integration indefinite definite piece-wise functions differential equations maxima, minima Linear Algebra Vectors and Matr..

Basic

Using sage to teach

Foss: Python - English

Outline: Using sage to teach @interact 2D, 3D graphics Graph Theory Share, Publish print

Basic

Getting started with lists

Foss: Python - English

Outline: Getting started with lists empty filled lists heterogenity accessing len append elements del (+ remove)

Intermediate

Getting started with for

Foss: Python - English

Outline: Getting started with for blocks in python (indentation) blocks in ipython … prompt hitting enter for with a list range function

Intermediate

Getting started with strings

Foss: Python - English

Outline: Getting started with strings strings single, double, triple quoted accessing elements show immutability tell that there are methods for manipulation

Intermediate

Getting started with files

Foss: Python - English

Outline: Getting started with files show file object read the file with read closing the file for line in file: print a line append the lines to a list

Intermediate

Parsing data

Foss: Python - English

Outline: Parsing data explain what is parsing strip (with strings) split (with strings) with delimiters specify space as delimiter datatype conversion reading ..

Intermediate

Statistics

Foss: Python - English

Outline: Statistics mean summing median std

Intermediate

Getting started with arrays

Foss: Python - English

Outline: Getting started with arrays why arrays speed - simply say array level operations creating arrays direct data list conversion homogeneous ..

Intermediate

Accessing parts of arrays

Foss: Python - English

Outline: Accessing parts of arrays accessing individual elements changing individual elements slicing, striding image manipulation

Intermediate

Matrices

Foss: Python - English

Outline: Matrices creating matrices direct data list conversion builtins - identitiy, zeros, matrix operations + - * / dot inv det ..

Intermediate

Least square fit

Foss: Python - English

Outline: Least square fit show pendulum use loadtxt lstsq

Intermediate

Basic datatypes and operators

Foss: Python - English

Outline: Basic datatypes & operators int L, long float repr, str complex boolean conversion functions sequence datatypes & mutability list available ..