Python: Difference between revisions

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The standard prrogramming language for data science and for us especially:
The standard prrogramming language for data science and for us especially:


* machine learning, deep-learning using [[tensorflow]] or [[pytorch]])
* [[Machine Learning]], [[Deep  Learning]] using [[tensorflow]] or [[pytorch]])


* audio analysis and manipulation using [[librosa]]
* audio analysis and manipulation using [[librosa]]

Revision as of 21:06, 25 August 2021

Python is an interpreted high-level general-purpose programming language. Its design philosophy emphasizes code readability with its use of significant indentation. Its language constructs as well as its object-oriented approach aim to help programmers write clear, logical code for small and large-scale projects.

The standard prrogramming language for data science and for us especially:

  • audio analysis and manipulation using librosa

Also used to interface with 3d software such as poser 3d/blender and audacity and Libre Office.

Statements and control flow[edit]

Python's Statement include (among others):

  • The Assignment (computer science)|assignment statement, using a single equals sign =.
  • The if-then-else|if statement, which conditionally executes a block of code, along with else and elif (a contraction of else-if).
  • The Foreach#Python|for]] statement, which iterates over an iterable object, capturing each element to a local variable for use by the attached block.
  • The While loop#Python|while]] statement, which executes a block of code as long as its condition is true.
  • The Exception handling syntax#Python|try statement, which allows exceptions raised in its attached code block to be caught and handled by except clauses; it also ensures that clean-up code in a finally block will always be run regardless of how the block exits.
  • The raise statement, used to raise a specified exception or re-raise a caught exception.
  • The class statement, which executes a block of code and attaches its local namespace to a class (computer science)|class, for use in object-oriented programming.
  • The def statement, which defines a function or method.
  • The dispose pattern#Language constructs|with statement, which encloses a code block within a context manager (for example, acquiring a lock before the block of code is run and releasing the lock afterwards, or opening a file and then closing it), allowing resource acquisition is initialization (RAII)-like behavior and replaces a common try/finally idiom.
  • The break statement, exits from a loop.
  • The continue statement, skips this iteration and continues with the next item.
  • The del statement, removes a variable, which means the reference from the name to the value is deleted and trying to use that variable will cause an error. A deleted variable can be reassigned.
  • The pass statement, which serves as a NOP. It is syntactically needed to create an empty code block.
  • The assertion (programming)|assert statement, used during debugging to check for conditions that should apply.
  • The yield statement, which returns a value from a generator (computer programming)#Python|generator function and yield is also an operator. This form is used to implement coroutines.
  • The return statement, used to return a value from a function.
  • The include directive|import statement, which is used to import modules whose functions or variables can be used in the current program.