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All Algorithms implemented in Python the-algorithms.com/
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Tianyi Zheng e406801f9e
Reimplement polynomial_regression.py (#8889) 
* Reimplement polynomial_regression.py

Rename machine_learning/polymonial_regression.py to
machine_learning/polynomial_regression.py

Reimplement machine_learning/polynomial_regression.py using numpy
because the old original implementation was just a how-to on doing
polynomial regression using sklearn

Add detailed function documentation, doctests, and algorithm
explanation

* updating DIRECTORY.md

* Fix matrix formatting in docstrings

* Try to fix failing doctest

* Debugging failing doctest

* Fix failing doctest attempt 2

* Remove unnecessary return value descriptions in docstrings

* Readd placeholder doctest for main function

* Fix typo in algorithm description

---------

Co-authored-by: github-actions <${GITHUB_ACTOR}@users.noreply.github.com>
2023-07-28 20:17:46 +02:00
.devcontainer [skip-ci] In .devcontainer/Dockerfile: pipx install pre-commit ruff (#8893) 2023-07-28 18:54:45 +02:00
.github Fix failing pytest quantum/bb84.py (#8838) 2023-06-26 08:54:50 +05:30
.vscode Create a Simultaneous Equation Solver Algorithm (#8773) 2023-06-02 07:14:25 +02:00
arithmetic_analysis Fix failing tests from ruff/newton_raphson (ignore S307 "possibly insecure function") (#8862) 2023-07-11 11:51:21 +02:00
audio_filters Add more ruff rules (#8767) 2023-05-26 09:34:17 +02:00
backtracking Add power sum problem (#8832) 2023-06-26 09:39:18 +02:00
bit_manipulation Add more ruff rules (#8767) 2023-05-26 09:34:17 +02:00
blockchain pre-commit: Upgrade psf/black for stable style 2023 (#8110) 2023-02-01 18:44:54 +05:30
boolean_algebra Update and_gate.py (#8690) 2023-05-10 21:38:52 +12:00
cellular_automata [Upgrade Ruff] Fix all errors raised from ruff (#8879) 2023-07-22 12:05:10 +02:00
ciphers Fix ruff rules ISC flake8-implicit-str-concat (#8892) 2023-07-28 17:53:09 +01:00
compression Fix ruff rules ISC flake8-implicit-str-concat (#8892) 2023-07-28 17:53:09 +01:00
computer_vision Revert "Add LeNet Implementation in PyTorch (#7070)" (#8621) 2023-04-08 06:22:26 +05:30
conversions Energy conversions (#8801) 2023-06-22 14:31:48 +02:00
data_structures Fix radix_tree.py insertion fail in ["*X", "*XX"] cases (#8870) 2023-07-24 11:29:05 +02:00
digital_image_processing Add more ruff rules (#8767) 2023-05-26 09:34:17 +02:00
divide_and_conquer [Upgrade Ruff] Fix all errors raised from ruff (#8879) 2023-07-22 12:05:10 +02:00
dynamic_programming Consolidate duplicate implementations of max subarray (#8849) 2023-07-11 11:44:12 +02:00
electronics Add more ruff rules (#8767) 2023-05-26 09:34:17 +02:00
file_transfer Update receive_file.py (#8541) 2023-03-31 16:08:13 +02:00
financial Added apr_interest function to financial (#6025) 2023-06-19 13:46:29 +02:00
fractals pre-commit: Upgrade psf/black for stable style 2023 (#8110) 2023-02-01 18:44:54 +05:30
fuzzy_logic Misc fixes across multiple algorithms (#6912) 2022-10-16 10:55:38 +05:30
genetic_algorithm Add more ruff rules (#8767) 2023-05-26 09:34:17 +02:00
geodesy pre-commit: Upgrade psf/black for stable style 2023 (#8110) 2023-02-01 18:44:54 +05:30
graphics Add more ruff rules (#8767) 2023-05-26 09:34:17 +02:00
graphs [Upgrade Ruff] Fix all errors raised from ruff (#8879) 2023-07-22 12:05:10 +02:00
greedy_methods Added minimum waiting time problem solution using greedy algorithm (#8701) 2023-05-01 12:23:03 +02:00
hashes Revamp md5.py (#8065) 2023-04-01 22:05:01 +02:00
knapsack pre-commit: Upgrade psf/black for stable style 2023 (#8110) 2023-02-01 18:44:54 +05:30
linear_algebra Added rank of matrix in linear algebra (#8687) 2023-05-31 17:03:02 +02:00
linear_programming Simplex algorithm (#8825) 2023-06-18 18:00:02 +02:00
machine_learning Reimplement polynomial_regression.py (#8889) 2023-07-28 20:17:46 +02:00
maths [Upgrade Ruff] Fix all errors raised from ruff (#8879) 2023-07-22 12:05:10 +02:00
matrix Create count negative numbers in matrix algorithm (#8813) 2023-06-10 14:21:49 +02:00
networking_flow clean of unnecessary checks, imports, calls (#7993) 2022-11-21 00:00:27 +13:00
neural_network Fix ruff rules ISC flake8-implicit-str-concat (#8892) 2023-07-28 17:53:09 +01:00
other Small docstring time complexity fix in number_container _system (#8875) 2023-07-22 12:34:19 +02:00
physics Speed of sound (#8803) 2023-06-07 23:47:27 +02:00
project_euler [Upgrade Ruff] Fix all errors raised from ruff (#8879) 2023-07-22 12:05:10 +02:00
quantum [Upgrade Ruff] Fix all errors raised from ruff (#8879) 2023-07-22 12:05:10 +02:00
scheduling Make some ruff fixes (#8154) 2023-03-01 17:23:33 +01:00
scripts Add more ruff rules (#8767) 2023-05-26 09:34:17 +02:00
searches Correct ruff failures (#8732) 2023-05-14 22:03:13 +01:00
sorts Add more ruff rules (#8767) 2023-05-26 09:34:17 +02:00
strings Fix ruff rules ISC flake8-implicit-str-concat (#8892) 2023-07-28 17:53:09 +01:00
web_programming Fix ruff rules ISC flake8-implicit-str-concat (#8892) 2023-07-28 17:53:09 +01:00
.gitattributes Create .gitattributes for Cross OS compatibility (#3410) 2020-10-17 07:25:25 +02:00
.gitignore chore: update .gitignore (#6263) 2022-07-23 07:56:59 +05:30
.gitpod.yml Change gitpod configuration for python3. (#1827) 2020-04-07 12:20:08 +02:00
.pre-commit-config.yaml [Upgrade Ruff] Fix all errors raised from ruff (#8879) 2023-07-22 12:05:10 +02:00
CONTRIBUTING.md Add note in CONTRIBUTING.md about not asking to be assigned to issues (#8871) 2023-07-22 12:11:04 +02:00
DIRECTORY.md Reimplement polynomial_regression.py (#8889) 2023-07-28 20:17:46 +02:00
LICENSE.md LICENSE: Year change (#5920) 2022-03-16 23:40:48 +08:00
pyproject.toml Fix ruff rules ISC flake8-implicit-str-concat (#8892) 2023-07-28 17:53:09 +01:00
README.md Fix broken links to Gitter Community (Fixes: #8197) (#8546) 2023-03-26 18:20:47 +02:00
requirements.txt Fix failing build due to missing requirement (#8900) 2023-07-28 20:12:31 +02:00

README.md

The Algorithms - Python

Gitpod Ready-to-Code Contributions Welcome Discord chat Gitter chat
GitHub Workflow Status pre-commit code style: black

All algorithms implemented in Python - for education

Implementations are for learning purposes only. They may be less efficient than the implementations in the Python standard library. Use them at your discretion.

Getting Started

Read through our Contribution Guidelines before you contribute.

Community Channels

We are on Discord and Gitter! Community channels are a great way for you to ask questions and get help. Please join us!

List of Algorithms

See our directory for easier navigation and a better overview of the project.