mirror of https://github.com/TheAlgorithms/Python.git synced 2026-09-28 21:45:27 +08:00

T

e548737115 Implement K-Medoids Clustering Algorithm #13488 (#13510 )

* Added k_medoids algorithm

* updating DIRECTORY.md

---------

Co-authored-by: Christian Clauss <cclauss@me.com>
Co-authored-by: cclauss <cclauss@users.noreply.github.com>

2026-09-12 01:38:47 +02:00

.devcontainer

pre-commit: Add zizmor and replace prettier with rumdl (#15236 )

2026-09-09 09:55:19 +01:00

.github

ci: prep for 3.15t — install libhdf5-dev on pre-release Python; pin scikit-learn>=1.9.1 (#15283 )

2026-09-11 20:17:39 +02:00

audio_filters

fix: validate Butterworth filter inputs (#14979 )

2026-09-05 10:22:41 +02:00

backtracking

docs: add docstrings and doctests to generate_all_subsequences (#15090 )

2026-09-12 01:04:47 +02:00

bit_manipulation

Add Fast Walsh-Hadamard Transform (FWHT) for bitwise convolutions (#15084 )

2026-09-08 17:38:32 +02:00

blockchain

pre-commit: Add zizmor and replace prettier with rumdl (#15236 )

2026-09-09 09:55:19 +01:00

boolean_algebra

feat: Add recursive implication function for lists (#12855 )

2025-08-24 15:08:52 +03:00

cellular_automata

Fix ty invalid assignment (#15222 )

2026-09-08 17:57:46 +02:00

ciphers

fix: raise ValueError in encode() for non-lowercase input (#14936 )

2026-07-31 18:07:20 +02:00

computer_vision

Fix invalid parameter default (#15281 )

2026-09-11 18:40:07 +02:00

conversions

[pre-commit.ci] pre-commit autoupdate (#12623 )

2025-03-18 09:53:49 +01:00

data_compression

fix(coordinate_compression): raise exceptions instead of returning -1 (#14555 )

2026-09-10 11:00:51 +02:00

data_structures

Add data_structures/linked_list/sorted_linked_list.py

2026-09-11 15:16:11 +02:00

digital_image_processing

Add doctests to change_brightness (#13149 )

2026-09-05 10:29:08 +02:00

divide_and_conquer

docs: explain Strassen's algorithm complexity in docstrings (#14925 )

2026-09-11 23:10:48 +02:00

docs

chore: refresh Hacktoberfest 2026 prep tracker (#15280 )

2026-09-11 18:43:26 +02:00

dynamic_programming

[pre-commit.ci] pre-commit autoupdate (#14325 )

2026-04-02 02:50:30 +02:00

electronics

Added codes for finding values of elements in full wave rectifier. (#9896 )

2026-09-04 22:53:25 +02:00

file_transfer

Update receive_file.py (#8541 )

2023-03-31 16:08:13 +02:00

financial

feat: Add Kelly Criterion and Sharpe Ratio financial algorithms (#14346 )

2026-09-06 00:14:22 +02:00

fractals

Fix ty invalid assignment (#15222 )

2026-09-08 17:57:46 +02:00

fuzzy_logic

fix: correct argument order in fuzzy set union (#15273 )

2026-09-11 07:40:48 +02:00

genetic_algorithm

Genetic Algorithm: Fix bug in multi-threading (#12644 )

2025-03-29 11:13:47 +03:00

geodesy

Add latitude and longitude validation to lamberts_ellipsoidal_distance (#14373 )

2026-03-14 00:53:47 +03:00

geometry

Add Rotating Calipers algorithm for convex polygon diameter (#15275 )

2026-09-11 18:42:34 +02:00

graphics

Add derivative(t) method to BezierCurve class (#13879 )

2026-09-10 13:03:12 +02:00

graphs

chore: remove obsolete FIXME comments from bipartite tests (#15107 )

2026-09-10 23:22:08 +02:00

greedy_methods

Fix sphinx/build_docs warnings for greedy_methods (#12463 )

2024-12-23 08:11:58 -05:00

hashes

pre-commit: Add zizmor and replace prettier with rumdl (#15236 )

2026-09-09 09:55:19 +01:00

knapsack

pre-commit: Add zizmor and replace prettier with rumdl (#15236 )

2026-09-09 09:55:19 +01:00

linear_algebra

fix: pivot on zero diagonal in points_to_polynomial (#15044 )

2026-09-10 12:44:01 +02:00

linear_programming

linear_programming: raise on simplex non-convergence (#14607 )

2026-09-10 08:52:21 +02:00

machine_learning

Implement K-Medoids Clustering Algorithm #13488 (#13510 )

2026-09-12 01:38:47 +02:00

maths

fix: use averaged ranks for ties in Spearman, guard n<2 (#14889 )

2026-09-10 12:22:25 +02:00

matrix

fix(matrix): use adjoint for 3x3 inverse (#14821 )

2026-09-10 12:48:19 +02:00

networking_flow

Fix ty invalid assignment (#15222 )

2026-09-08 17:57:46 +02:00

neural_network

Add Momentum SGD optimizer implementation (#13680 )

2026-09-12 00:15:59 +02:00

other

Added some Unit Tests to increase test code coverage (#13903 )

2026-09-05 23:35:55 +02:00

physics

Add hamiltonian functions (#15012 )

2026-09-10 19:50:43 +02:00

project_euler

pre-commit: Add zizmor and replace prettier with rumdl (#15236 )

2026-09-09 09:55:19 +01:00

quantum

pre-commit: Add zizmor and replace prettier with rumdl (#15236 )

2026-09-09 09:55:19 +01:00

scheduling

Fix ty invalid assignment (#15222 )

2026-09-08 17:57:46 +02:00

scripts

pre-commit: Add zizmor and replace prettier with rumdl (#15236 )

2026-09-09 09:55:19 +01:00

searches

Add docstring to prompt() (#15092 )

2026-09-08 18:16:19 +02:00

sorts

sorts: type cocktail shaker sort for comparable items (#15278 )

2026-09-11 23:59:59 +02:00

strings

Fix Boyer-Moore bug bad character shift logic (#14848 )

2026-09-10 12:40:04 +02:00

tests

sorts: type cocktail shaker sort for comparable items (#15278 )

2026-09-11 23:59:59 +02:00

web_programming

deps: migrate from httpx to httpx2 (pydantic's maintained fork) (#15192 )

2026-09-05 09:26:45 +02:00

.gitattributes

Create .gitattributes for Cross OS compatibility (#3410 )

2020-10-17 07:25:25 +02:00

.gitignore

CI: try free-threaded Python 3.14t (DRAFT — documenting failures) (#15104 )

2026-08-31 21:29:58 +02:00

.gitpod.yml

Change gitpod configuration for python3. (#1827 )

2020-04-07 12:20:08 +02:00

.pre-commit-config.yaml

pre-commit: Add zizmor and replace prettier with rumdl (#15236 )

2026-09-09 09:55:19 +01:00

.python-version

CI: try free-threaded Python 3.14t (DRAFT — documenting failures) (#15104 )

2026-08-31 21:29:58 +02:00

AGENTS.md

docs: add AGENTS.md with contribution rules for AI agents (#15121 )

2026-08-30 12:59:57 +02:00

CONTRIBUTING.md

Removed duplicate bullet points in CONTRIBUTING.md (#15271 )

2026-09-10 19:15:07 +02:00

DIRECTORY.md

Implement K-Medoids Clustering Algorithm #13488 (#13510 )

2026-09-12 01:38:47 +02:00

index.md

pre-commit: Add zizmor and replace prettier with rumdl (#15236 )

2026-09-09 09:55:19 +01:00

LICENSE.md

Create GitHub Pages docs with Sphinx (#11888 )

2024-10-08 19:09:28 +02:00

pyproject.toml

ci: prep for 3.15t — install libhdf5-dev on pre-release Python; pin scikit-learn>=1.9.1 (#15283 )

2026-09-11 20:17:39 +02:00

README.md

docs: remove dead Gitter links (#15213 )

2026-09-06 23:24:03 +02:00

SECURITY.md

docs: add SECURITY.md (#14663 )

2026-09-05 20:05:56 +02:00

uv.lock

pre-commit: Add zizmor and replace prettier with rumdl (#15236 )

2026-09-09 09:55:19 +01:00

README.md

The Algorithms - Python

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! 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.