https://github.com/svaksha/pythonidae

Curated decibans of scientific programming resources in Python.
https://github.com/svaksha/pythonidae

awesome-list python

Last synced: 7 months ago
JSON representation

Curated decibans of scientific programming resources in Python.

• Host: GitHub
• URL: https://github.com/svaksha/pythonidae
• Owner: svaksha
• License: other
• Created: 2014-04-12T18:21:54.000Z (about 12 years ago)
• Default Branch: main
• Last Pushed: 2023-07-04T14:36:02.000Z (almost 3 years ago)
• Last Synced: 2025-10-16T02:01:18.676Z (7 months ago)
• Topics: awesome-list, python
• Language: Julia
• Homepage: http://svaksha.github.io/pythonidae
• Size: 1.22 MB
• Stars: 1,005
• Watchers: 73
• Forks: 191
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE.md

Awesome Lists containing this project

• fucking_awesome_python - pythonidae
• fucking-awesome-awesomeness - by @svaksha
• jimsghstars - svaksha/pythonidae - Curated decibans of scientific programming resources in Python. (Julia)
• fucking-lists - pythonidae
• awesome-pentest - Python Programming by @svaksha - General Python programming (Awesome Penetration Testing ("https://github.com/Muhammd/Awesome-Pentest") / Awesome Lists)
• awesomelist - pythonidae
• awesome-datascience-python - by @svaksha
• collection - pythonidae
• lists - pythonidae
• awesome-awesomeness - by @svaksha
• awesome-collection - by @svaksha
• awesome-python - pythonidae
• awesome - pythonidae - A comprehensive index of curated lists and resources for Python scientific programming, aggregating GitHub repositories for easy discovery in scientific computing and data science. Key features include categorized, searchable collections and regular updates. Ideal for researching Python scientific projects and finding alternatives; more niche than sindresorhus/awesome. ([Read more](/details/pythonidae.md)) `Meta List` `List Of Lists` `Python` (Themed Directories)
• penetration-testing - Python Programming by @svaksha - General Python programming. (Online Resources / Other Lists Online)
• awesome-python-models - pythonidae
• awesome-pentest - Python Programming by @svaksha - General Python programming. (Awesome Lists / Defcon Suggested Reading)
• awesome-python - pythonidae
• python_more_awesome - Pythonidae
• awesome-python - pythonidae
• awesome-python-in-education-zh - Pythonidae - 科学计算方便的python资源 (参考和论坛 / 参考)
• awesome-python - pythonidae
• Awesome-Lists - Python Programming by @svaksha - General Python programming. (Awesome Lists)
• awesome-python - pythonidae - Curated decibans of scientific programming resources in Python. (Other Awesome Lists / Python)
• git-github.com-vinta-awesome-python - pythonidae
• awesome-pentest - Python Programming by @svaksha - General Python programming. (Online Resources / Other Lists Online)
• awesome-pentest - Python Programming by @svaksha - General Python programming. (Online Resources / Other Lists Online)
• awesome-pentest-reference - Python Programming by @svaksha - General Python programming. (Online Resources / Other Lists Online)
• awesome-penetest - Python Programming by @svaksha - General Python programming. (Online Resources / Other Lists Online)
• my-awesome-github-stars - svaksha/pythonidae - Curated decibans of scientific programming resources in Python. (Julia)
• fucking-awesome-pentest - Python Programming by @svaksha - General Python programming. (Online Resources / Other Lists Online)
• awesome-pentest - Python Programming by @svaksha - General Python programming. (Online Resources / Other Lists Online)

README

          
# Pythonidae

[Pythonidae](http://svaksha.github.io/pythonidae) curates decibans of Python libraries and resources for scientific programming and mathematical and statistical computing. Some resources listed here may also use other languages like Go, Java, Julia, R-language, etc.. in their codebase.

+ [INDEX](#index)

+ [LICENSE](#license)

   + [Mirrors](#mirrors)

+ [CONTRIBUTE](#contribute)

   + [BugReport-PullRequest](#bugreport-pullrequest)

   + [Stargazers](#stargazers)

----

# INDEX

+ [AI.md](https://github.com/svaksha/pythonidae/blob/master/AI.md) :: Artificial Intelligence, Cognitive Science, Machine Learning, Neural, NLP.

+ [Algorithms.md](https://github.com/svaksha/pythonidae/blob/master/Algorithms.md) :: Algorithms, Data Mining, Clustering, Data Structures,  Linguistics, ...

+ [API.md](https://github.com/svaksha/pythonidae/blob/master/API.md) :: API wrapper generators, other tools and bindings.

+ [Biology.md](https://github.com/svaksha/pythonidae/blob/master/Biology.md) :: Bioinformatics, genomics, agriculture, food science, medicine, genetic engineering, Neuroscience, et. al...

+ [Build-Automation.md](https://github.com/svaksha/pythonidae/blob/master/Build-Automation.md) :: Tools for continuous integration (CI),  continuous delivery (CD), Packaging, release engineering (RE), release management (RM), software configuration management (SCM), etc...

+ [Chemistry.md](https://github.com/svaksha/pythonidae/blob/master/Chemistry.md) :: Analytical chemistry, cheminformatics, crystallography, nanochemistry, nuclear chemistry, etc...

+ [Computer-Graphics.md](https://github.com/svaksha/pythonidae/blob/master/Computer-Graphics.md) :: Plotting, Graphics and other Visualization tools.

+ [DataBase.md](https://github.com/svaksha/pythonidae/blob/master/DataBase.md) :: NoSQL, RDBMS and Middleware API's.

+ [Earth-Science.md](https://github.com/svaksha/pythonidae/blob/master/Earth-Science.md) :: software related to the subcategories of cartography, climatology, geobiology, geochemistry, geography, geoinformatics, geology‎, geophysics‎, geoscience/GIS, geomathematics, meteorology, oceanography, etc...

+ [IO.md](https://github.com/svaksha/pythonidae/blob/master/IO.md) :: Input/Output functionality and support for file formats.

+ [Machines.md](https://github.com/svaksha/pythonidae/blob/master/Machines.md) :: Cross-Platform Software and API for Hardware arch. (ARM, MIPS, GPU, CUDA), language API, HPC, and other libraries for all kinds of Machine related software.

+ [Mathematics.md](https://github.com/svaksha/pythonidae/blob/master/Mathematics.md) :: Mathematical software libraries, blogs, etc.. 

+ [OpenDataScience.md](https://github.com/svaksha/pythonidae/blob/master/OpenDataScience.md) :: OpenData + OpenScience + OpenResearch, Reproducible research, Free Data Sets, et al.

+ [Physics.md](https://github.com/svaksha/pythonidae/blob/master/Physics.md) :: software related to Physics.

+ [Programming-Paradigms.md](https://github.com/svaksha/pythonidae/blob/master/Programming-Paradigms.md) :: Programming Paradigms and language concepts that are used in the type system, data types, file formats, etc..

+ [Psychology.md](https://github.com/svaksha/pythonidae/blob/master/Psychology.md) :: software related to the explanation and prediction of behavior, thinking, emotions, motivations, relationships, potentials and pathologies.

+ [Publications.md](https://github.com/svaksha/pythonidae/blob/master/Publications.md) :: Research papers, etc...

+ [QA.md](https://github.com/svaksha/pythonidae/blob/master/QA.md) :: Test Driven Development, Sandbox, Functional/Regression/Unit testing, and other Quality-related tools.

+ [Resources.md](https://github.com/svaksha/pythonidae/blob/master/Resources.md) :: blogs, cookbooks, cheatsheets, IPython NoteBooks, and other non-standard resources.

+ [Server.md](https://github.com/svaksha/pythonidae/blob/master/Server.md) :: HTTP/Web Frameworks, Networking, and other server-side utils...

+ [Statistics.md](https://github.com/svaksha/pythonidae/blob/master/Statistics.md) :: Statistical software, MOOC, tutorials, ...

+ [Super-Computing.md](https://github.com/svaksha/pythonidae/blob/master/Super-Computing.md) :: Software for HPC, Distributed and parallel Computing, Cloud computing/ infrastructure, Cluster computing, Grid computing, ...

+ [Utilities.md](https://github.com/svaksha/pythonidae/blob/master/Utilities.md) :: Handy toolkits, User Interface software in Python and other general utilities for your Desktop.

----

# LICENSE 

+ COPYRIGHT © 2012-Now [SVAKSHA](http://svaksha.com/pages/Bio), All Rights Reserved. 

+ This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License - (CC BY-NC-SA 4.0) as detailed in the [LICENSE.md](LICENSE.md) file and ALL references, citations, copies and forks of this work must retain the Copyright, Licence (LICENSE.md file), this permission notice and must [attribute credit](https://en.wikipedia.org/wiki/Creative_Commons_license#Attribution).

## Mirrors 

+ [Bitbucket](https://bitbucket.org/svaksha/pythonidae) :: git clone git@bitbucket.org:svaksha/pythonidae.git

+ [GitLab](https://gitlab.com/svaksha/pythonidae) :: git clone git@gitlab.com:svaksha/pythonidae.git

----

# CONTRIBUTE

[Contributions](https://github.com/svaksha/pythonidae/graphs/contributors) are welcome in the form of pull requests (PR). Please follow the [Python Community Code of Conduct](https://www.python.org/psf/conduct/).

## BugReport-PullRequest

__To submit a [PR](https://github.com/svaksha/pythonidae/pulls)__:

1. Add your link as per the top-level Category page within the topic sub-section(s), in _alphabetical order_, with notes (if any) in the markdown files. Before creating a __new__ top-level tag within the various categories, please check wikipedia or other resources first. If you are unable to decide, discuss it via a BR (not in a PR ;-)).

2. Fire a CLI and install [JuliaLang](https://github.com/JuliaLang). Then run the [pythonidae.jl](https://github.com/svaksha/pythonidae/blob/master/pythonidae.jl) script with `julia pythonidae.jl` which will run the [scraper](https://github.com/svaksha/pythonidae/blob/master/src/scrape.jl) file. Commit the `db.csv` file and open a PR.

3. Fix broken links or outdated information and submit a bug report.

4. For Documentation and cookbooks, check if it matches the categories listed, else, list it on the [Resources.md](Resources.md) page.

5. For those unable to use git, create a github account, fork the 'pythonidae' repo and edit the page by [clicking on the "pencil" icon on the markdown page](https://help.github.com/articles/editing-files-in-your-repository), then click on save and submit a PR. Github does this [automatically in 8 steps](https://help.github.com/articles/editing-files-in-another-user-s-repository).

## Stargazers

[![Stargazers over time](https://starchart.cc/svaksha/pythonidae.svg)](https://starchart.cc/svaksha/pythonidae)