File tree

• .gitignore
• static files/html
  • 01. python tools
    • 01.01 python overview.html
    • 01.02 ipython interpreter.html
    • 01.03 ipython notebook.html
    • 01.04 use anaconda.html
  • 02. python essentials
    • 02.01 a tour of python.html
    • 02.02 python data types.html
    • 02.03 numbers.html
    • 02.04 strings.html
    • 02.05 indexing and slicing.html
    • 02.06 lists.html
    • 02.07 mutable and immutable data types.html
    • 02.08 tuples.html
    • 02.09 speed comparison between list & tuple.html
    • 02.10 dictionaries.html
    • 02.11 sets.html
    • 02.12 frozen sets.html
    • 02.13 how python assignment works.html
    • 02.14 if statement.html
    • 02.15 loops.html
    • 02.16 list comprehension.html
    • 02.17 functions.html
    • 02.18 modules and packages.html
    • 02.19 exceptions.html
    • 02.20 warnings.html
    • 02.21 file IO.html
  • 03. numpy
    • 03.01 numpy overview.html
    • 03.02 matplotlib basics.html
    • 03.03 numpy arrays.html
    • 03.04 array types.html
    • 03.05 array calculation method.html
    • 03.06 sorting numpy arrays.html
    • 03.07 array shapes.html
    • 03.08 diagonals.html
    • 03.09 data to & from string.html
    • 03.10 array attribute & method overview .html
    • 03.11 array creation functions.html
    • 03.12 matrix object.html
    • 03.13 general functions.html
    • 03.14 vectorizing functions.html
    • 03.15 binary operators.html
    • 03.16 universal functions.html
    • 03.17 choose.html
    • 03.18 array broadcasting.html
    • 03.19 reading and writing arrays.html
    • 03.20 structured arrays.html
    • 03.21 record arrays.html
    • 03.22 memory maps.html
    • 03.23 from matlab to numpy.html
  • 04. scipy
    • 04.01 scienticfic python overview.html
    • 04.02 interpolation with scipy.html
    • 04.03 statistics with scipy.html
    • 04.04 curve fitting.html
    • 04.05 minimization in python.html
    • 04.06 integration in python.html
    • 04.07 ODEs.html
    • 04.08 sparse matrix.html
  • 05. advanced python
    • 05.01 overview of the sys module.html
    • 05.02 interacting with the OS - os.html
    • 05.03 comma separated values.html
    • 05.04 regular expression.html
    • 05.05 datetime.html
    • 05.06 sql databases.html
    • 05.07 object-relational mappers.html
    • 05.08 functions.html
    • 05.09 iterators.html
    • 05.10 generators.html
    • 05.11 context managers and the with statement.html
    • 05.12 decorators.html
    • 05.13 decorator usage.html
    • 05.14 the operator functools itertools toolz fn funcy module.html
    • 05.15 scope.html
    • 05.16 dynamic code execution.html
  • 06. matplotlib
    • 06.01 pyplot tutorial.html
    • 06.02 customizing plots with style sheets.html
    • 06.03 working with text - basic.html
    • 06.04 working with text - math expression.html
    • 06.05 image tutorial.html
    • 06.06 annotating axes.html
    • 06.07 legend.html
    • 06.08 figures, subplots, axes and ticks.html
    • 06.09 do not trust the defaults.html
    • 06.10 different plots.html
  • 07. interfacing with other languages
    • 07.01 introduction.html
    • 07.02 python extension modules.html
    • 07.03 cython part 1.html
    • 07.04 cython part 2.html
    • 07.05 cython part 3.html
    • 07.06 cython part 4.html
    • 07.07 profiling with annotations.html
    • 07.08 ctypes.html
  • 08. object-oriented programming
    • 08.01 oop introduction.html
    • 08.02 using oop model a forest fire.html
    • 08.03 what is a object.html
    • 08.04 writing classes.html
    • 08.05 special method.html
    • 08.06 properties.html
    • 08.07 forest fire simulation.html
    • 08.08 inheritance.html
    • 08.09 super.html
    • 08.10 refactoring the forest fire simutation.html
    • 08.11 interfaces.html
    • 08.12 public private special in python.html
    • 08.13 multiple inheritance.html
  • 09. theano
    • 09.01 introduction and installation.html
    • 09.02 theano basics.html
    • 09.03 gpu on windows.html
    • 09.04 linear regression.html
    • 09.05 logistic regression .html
    • 09.06 graph structures.html
    • 09.07 softmax on mnist.html
    • 09.08 net.html
  • 10. something interesting
    • 10.01 maps using basemap.html
    • 10.02 maps using cartopy.html
  • 11. useful tools
    • 11.01 pprint.html
    • 11.02 pickle and cPickle.html
    • 11.03 json.html
  • README.md