Windows command prompt

1. To list all environment variables, type "set".
2. To define a process-valid environment variable, type "set VAR_NAME=VAR_VAL".
3. To define a permanent environment variable, type "setx VAR_NAME=VAR_VAL".
4. To append a directory to a path variable, use ";". 

UNetbootin

1. Difference between editions of Ubuntu distribution:

https://askubuntu.com/questions/422276/difference-between-netinstall-hdmedia-and-live-install-images-on-unetbootin

Siamese network

1. 
   

https://towardsdatascience.com/siamese-networks-and-stuart-weitzman-boots-c414be7eff78


https://joaoloula.github.io/parallel-cnn-tracking.html

https://www.quora.com/What-are-Siamese-neural-networks-what-applications-are-they-good-for-and-why

http://vra.github.io/2016/12/13/siamese-caffe/

Some techniques in Python programming

1. 
   
2. datetime
   
3. Decode a numpy array of encoded literals/strings in Python3?
4. 
   
5. Save an array containing strings to a txt file. Just use savetxt with fmt='%s'.
6. 
   
7. Initialize a numpy array of NaN values: np.fill(shape, np.nan)
8. Using NumPy Argmin or Argmax Along with a Conditional. See: http://seanlaw.github.io/2015/09/10/numpy-argmin-with-a-condition/
9. Check the membership of a key in a dictionary: use "key in dic" returning True/False.
10. In a bracket of defining a list, one can use loop: [I for i in range(10)].
    One can even use double loop: [I*j for I in range(10) for j in range(10)]; Note that i is outer loop variable and j inner.
    One can use if statement as well: [x if x%2==0 else 0 for x in range(5)].
    If you don't need else above, then do like [x for x in range(5) if x%2==0], which produces [0,2,4].
11. To get the path of the script running or its directory, "print(os.path.dirname(os.path.realpath(__file__)))" (sys.path[0], sys.argv[0])
12. One can run python passing a command to execute, as "python -c "import numpy; print(numpy.__version__)""
13. To check a file exists or not by its path, use os.path.exists() and os.path.isfile().
14. To loop through all files in a directory, use "os.walk":

    

    https://stackabuse.com/python-list-files-in-a-directory/

15. To access entries of an OrderedDict object by index, go like "list(orderedDictObj.items())[idx]"; converting "items" to a list is needed.
16. To get keys of a dictionary object, "dic.keys()".
17. To run a (python) script in a python script, use "os.system()" or "subprocess.Popen()"; os.system('python script.py --parameter xxx'); if the executable is the same as the current python the user is running, os.system(sys.executable + ' script.py').
18. Zero padding in python: https://stackoverflow.com/questions/339007/nicest-way-to-pad-zeroes-to-a-string
19. To have a bool-type argparse argument, do not use "type=bool", but use "action='store_true'"(or "'store_false'"); https://note.nkmk.me/python-argparse-bool/.
20. https://stackoverflow.com/questions/28652976/passing-array-range-as-argument-to-a-function
21. print a Numpy array without brackets?
    >>> a = [1,2,3,4,5]>>> ' '.join(map(str, a))"1 2 3 4 5"
22. 
    
23. Measuring time of program execution(https://stackoverflow.com/questions/1557571/how-do-i-get-time-of-a-python-programs-execution):

1. import timestart_time = time.time()main()print("--- %s seconds ---" % (time.time() - start_time))
2. 
   
4. To ignore exception,try:    something()except:    pass
5. 
   
6. Tuple object cannot be modified element wise. To do so, convert it once for list for example:
   list_var = list(tuple_var)
   https://www.tutorialspoint.com/How-we-can-update-a-Python-tuple-element-value
7. To write arbitrary objects to a file, use pickle package.
   https://www.techcoil.com/blog/how-to-save-and-load-objects-to-and-from-file-in-python-via-facilities-from-the-pickle-module/
8. To have a decimal-step sequence, use np.linspace(low_lim, upp_lim, num_points_inbetween)
9. 
   
10. 
    
11. Some unexpected behavior of Python: https://en.wikipedia.org/wiki/Duck_typing
12. python pickleでオブジェクトを保存するときに、RuntimeError: maximum recursion depth exceeded while pickling an objectが出る場合の対処import sys; sys.setrecursionlimit(10000)
13. 
    
14. To check the memory size of a variable in python
    sys.getsizeof(VARIABLE)
15. Singleton pattern
    https://www.tutorialspoint.com/python_design_patterns/python_design_patterns_singleton.htm
    

    class Singleton:
       __instance = None
       @staticmethod 
       def getInstance():
          """ Static access method. """
          if Singleton.__instance == None:
             Singleton()
          return Singleton.__instance
       def __init__(self):
          """ Virtually private constructor. """
          if Singleton.__instance != None:
             raise Exception("This class is a singleton!")
          else:
             Singleton.__instance = self