CNL

Lectures | Subjects | Programming | Paper writing

Programming - C

Prof. So, "C Programming," E-learning Contents, [Site]
Programiz, "Learn C Programming", https://www.programiz.com
Numerical Recipes: The Numerical Recipes books cover a range of topics that include both classical numerical analysis (interpolation, integration, linear algebra, differential equations, and so on), signal processing (Fourier methods, filtering), statistical treatment of data, and a few topics in machine learning (hidden Markov model, support vector machines). The writing style is accessible and has an informal tone. The emphasis is on understanding the underlying basics of techniques, not on the refinements that may, in practice, be needed to achieve optimal performance and reliability. Few results are proved with any degree of rigor, although the ideas behind proofs are often sketched, and references are given. Importantly, virtually all methods that are discussed are also implemented in a programming language, with the code printed in the book. Each version is keyed to a specific language.
- Numerical Recipes in C [Site]
- Wikipedia [Site]

Progamming - Python

Programiz, "Learn Python Programming", https://www.programiz.com
Programiz, "Python Online Compiler", [link]
박응용, "점프 투 파이썬", 2019.
Python 자습서, "https://docs.python.org/ko".

Machine Learning

Software Versioning

Software versioning is the process of assigning either unique version names or unique version numbers to unique states of computer software. Within a given version number category (major, minor), these numbers are generally assigned in increasing order and correspond to new developments in the software. At a fine-grained level, revision control is often used for keeping track of incrementally different versions of electronic information, whether or not this information is computer software.

The third level of numbering (e.g., 1.3.1, 1.3.2, ...): The versioning follows the third level of numbering, e.g., major.minor.revision The major number is increased when there are significant jumps in functionality. The minor number is incremented when only minor features or significant fixes have been added. The revision number is incremented when minor bugs are fixed. Oddminor version numbers denote development releases and even minor version numbers denote stable releases.
Wikipedia, "Software versioning," [Site]

Programming Style

Programming style is a set of rules or guidelines used when writing the source code for a computer program. It is often claimed that following a particular programming style will help programmers to read and understand source code conforming to the style, and help to avoid introducing errors.

Wikipedia
- Wikipedia, "Programming style," [Site]
Linux Kernel
- Coding style of the Linux kernel, which can be found under Documentation/CodingStyle in every kernel source distribution: Greg Kroah-Hartman gave a talk at the Ottawa Linux Symposium 2002 about the kernel coding style.
- Greg Kroah-Hartman, "Documentation/CodingStyle and Beyond," IBM Linux Technology Center, 2002. [Download (pdf)]
C Programming Style
- C STYLE GUIDE, 1994 (100 pages) [Download (pdf)]
- GNU Coding Standards (85 pages), http://www.gnu.org/prep/standards/, [Download (pdf)]
Python Programming Style
- PEP 8 - Style Guide for Python Code, https://www.python.org/dev/peps/pep-0008/, [Download (pdf)]
  - Use 4 spaces per indentation level.
  - Limit all lines to a maximum of 79 characters.
  - For flowing long blocks of text with fewer structural restrictions (docstrings or comments), the line length should be limited to 72 characters.
  - Wildcard imports (from import *) should be avoided
  - Don't use spaces around the = sign when used to indicate a keyword argument, or when used to indicate a default value for an unannotated function parameter.
  - Class names should normally use the CapWords convention.
  - Function names should be lowercase, with words separated by underscores as necessary to improve readability.
  - Constants are usually defined on a module level and written in all capital letters with underscores separating words.
- PEP 7 - Style Guide for C Code, https://www.python.org/dev/peps/pep-0007/
MATLAB Programming Style
- Richard Johnson, "MATLAB Programming Style Guidelines," 2002 [Site (14 pages)] [Download (pdf)]
- Richard Johnson, "MATLAB Style Guidelines 2.0," 2014 (43 pages) [Download (pdf)]
- MATLAB Programming Style Guide, Google's Sites [Site]

Pseudocode

Pseudocode is an informal high-level description of the operating principle of a computer program or other algorithm.

Wikipedia [Download]
PSEUDOCODE STANDARD, Dr. John Dalbey Standards, Cal Poly [Download]
LaTeX/Algorithms [Site]: There are four notable packages algorithmic, algorithm2e, algorithmicx, and program,