Difference between revisions of "PhD Python Course"
From ISLAB/CAISR
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== Introduction == | == Introduction == | ||
| − | Books: | + | Books (those are quite a bit dated, I am sure there are newer ones out there, but I don't know them): |
| − | * http://www.diveintopython.net/ - | + | * http://www.diveintopython.net/ - quite good |
* http://learnpythonthehardway.org/book/ - seems good, even if a little basic (but I have not read it) | * http://learnpythonthehardway.org/book/ - seems good, even if a little basic (but I have not read it) | ||
| Line 29: | Line 29: | ||
* matplotlib | * matplotlib | ||
| − | == | + | == 2015.12.04 == |
Things I have talked about today (non-obvious and important stuff in '''bold'''): | Things I have talked about today (non-obvious and important stuff in '''bold'''): | ||
| Line 79: | Line 79: | ||
* http://www.pythonchallenge.com/ | * http://www.pythonchallenge.com/ | ||
| − | == Library Presentations == | + | == Library Presentations from two years ago == |
* NumPy and SciPy (presented by Wagner) [[File:Python_course_(scipy_and_numpy)_(Wagner).zip]] | * NumPy and SciPy (presented by Wagner) [[File:Python_course_(scipy_and_numpy)_(Wagner).zip]] | ||
* Scikit (presented by Jens) [[File:Presentation_v3_final.pdf]] | * Scikit (presented by Jens) [[File:Presentation_v3_final.pdf]] | ||
Revision as of 18:29, 3 December 2015
A separate page for discussions
Introduction
Books (those are quite a bit dated, I am sure there are newer ones out there, but I don't know them):
- http://www.diveintopython.net/ - quite good
- http://learnpythonthehardway.org/book/ - seems good, even if a little basic (but I have not read it)
IDE:
- IDLE: http://www.ai.uga.edu/mc/idle/index.html
- Wing IDE: http://www.wingware.com/
- Eric: http://eric-ide.python-projects.org/
- codeblocks: http://www.codeblocks.org/
- Eclipse & PyDev plugin: http://pydev.org/
- pyscripter: http://code.google.com/p/pyscripter/
- also, http://bit.ly/tgMCbD
Official:
- Download: http://www.python.org/
- Documentation: http://docs.python.org/
- Tutorial: http://docs.python.org/3/tutorial/index.html
- Library Reference: http://docs.python.org/3/library/index.html
Things to start with
Essential libraries:
- numpy / scipy
- matplotlib
2015.12.04
Things I have talked about today (non-obvious and important stuff in bold):
- Hello, world!
- list / dictionary / string / number / tuple / set
- functions
- default arguments, keyword arguments, variable argument lists
- anonymous functions / lambda
- exceptions
- if / for / while / else / break / continue
- else also works for loops
- variables & assignment
- pass-by-reference semantics
- difference between = and ==
- generators / iterators
- list comprehension / generator comprehension / dictionary comprehension
- string formatting
- modules / import / import as / import from
- classes
- special methods: __init__ / __str__ / __eq__ / __call__ / ...
- descriptors
- advanced ideas
- decorators
- metaclasses
Things I did not have time to talk about but I wanted to... modules in standard library you should definitely know about:
- sqlite3
- collections (especially defaultdict)
- re
- datetime
- threading / multiprocessing / Queue
- random
- itertools / functools
- os / sys / shutil / os.path
- pickle
- md5
- subprocess
- socket
- urllib / httplib / email / cgi / urlparse / cookielib
- pdb (especially pm)
- win32api / win32gui
Additional
Advanced stuff:
Fun:
Library Presentations from two years ago
- NumPy and SciPy (presented by Wagner) File:Python course (scipy and numpy) (Wagner).zip
- Scikit (presented by Jens) File:Presentation v3 final.pdf
- Matplotlib (presented by Saeed) File:Matplotlib pres.zip
- OpenCV (presented by Anna) File:OpenCV by Anna.zip
- Interactive Python (presented by Saeed) File:GUI by saeed.zip
- Optimization (presented by Mahboobeh) File:Optimization by mahboobeh.zip
- Parallel Programming (presented by Süleyman) File:Parallel by Süleyman.zip
- What else? (Maybe Simpy? Pygame? Cython? PIL? PySerial? ...)
