Welcome to [TheAlgorithms/Python](https://github.com/TheAlgorithms/Python)! Before sending your pull requests, make sure that you **read the whole guidelines**. If you have any doubt on the contributing guide, please feel free to [state it clearly in an issue](https://github.com/TheAlgorithms/Python/issues/new) or ask the community in [Gitter](https://gitter.im/TheAlgorithms).
## Contributing
### Contributor
We are very happy that you consider implementing algorithms and data structure for others! This repository is referenced and used by learners from all over the globe. Being one of our contributors, you agree and confirm that:
**New implementation** is welcome! For example, new solutions for a problem, different representations for a graph data structure or algorithm designs with different complexity.
**Improving comments** and **writing proper tests** are also highly welcome.
### Contribution
We appreciate any contribution, from fixing a grammar mistake in a comment to implementing complex algorithms. Please read this section if you are contributing your work.
#### Coding Style
We want your work to be readable by others; therefore, we encourage you to note the following:
- Please consider running [__python/black__](https://github.com/python/black) on your Python file(s) before submitting your pull request. This is not a requirement but it does make your code more readable. There are other code formatters (autopep8, yapf) but the __black__ style is now the recommendation of the Python core team. To use it,
```bash
pip3 install black # only required the first time
black my-submission.py
```
- All submissions will need to pass the test __flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics__ before they will be accepted so if possible, try this test locally on your Python file(s) before submitting your pull request.
- If you know [PEP 8](https://www.python.org/dev/peps/pep-0008/) already, you will have no problem in coding style, though we do not follow it strictly. Read the remaining section and have fun coding!
- Always use 4 spaces to indent.
- Original code submission requires comments to describe your work.
- More on comments and docstrings:
The following are considered to be bad and may be requested to be improved:
```python
x = x + 2 # increased by 2
```
This is too trivial. Comments are expected to be explanatory. For comments, you can write them above, on or below a line of code, as long as you are consistent within the same piece of code.
*Sometimes, docstrings are avoided.* This will happen if you are using some editors and not careful with indentation:
However, if you insist to use docstrings, we encourage you to put docstrings inside functions. Also, please pay attention to indentation to docstrings. The following is acceptable in this case:
-`lambda`, `map`, `filter`, `reduce` and complicated list comprehension are welcome and acceptable to demonstrate the power of Python, as long as they are simple enough to read.
- This is arguable: **write comments** and assign appropriate variable names, so that the code is easy to read!
However, if your code uses __input()__ then we encourage you to gracefully deal with leading and trailing whitespace in user input by adding __.strip()__ to the end as in:
- All submissions will be tested with [__mypy__](http://www.mypy-lang.org) so we encourage to add [__Python type hints__](https://docs.python.org/3/library/typing.html) where it makes sense to do so.