Curated decibans of scientific programming resources in Python.
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Latest commit 12efd36 Feb 13, 2018


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.


  • :: Artificial Intelligence, Cognitive Science, Machine Learning, Neural, NLP.
  • :: Algorithms, Data Mining, Clustering, Data Structures, Linguistics, ...
  • :: API wrapper generators, other tools and bindings.
  • :: Bioinformatics, genomics, agriculture, food science, medicine, genetic engineering, Neuroscience, et. al...
  • :: Tools for continuous integration (CI), continuous delivery (CD), Packaging, release engineering (RE), release management (RM), software configuration management (SCM), etc...
  • :: Analytical chemistry, cheminformatics, crystallography, nanochemistry, nuclear chemistry, etc...
  • :: Plotting, Graphics and other Visualization tools.
  • :: NoSQL, RDBMS and Middleware API's.
  • :: software related to the subcategories of cartography, climatology, geobiology, geochemistry, geography, geoinformatics, geology‎, geophysics‎, geoscience/GIS, geomathematics, meteorology, oceanography, etc...
  • :: Mathematical software libraries, blogs, etc..
  • :: Cross-Platform Software and API for Hardware arch. (ARM, MIPS, GPU, CUDA), language API, HPC, and other libraries.
  • :: Software for HPC, Distributed and parallel Computing, Cloud computing/ infrastructure, Cluster computing, Grid computing, ...
  • :: Input/Output functionality and support for file formats.
  • :: OpenData, Free Data Sets.
  • :: software related to Physics.
  • :: Programming Paradigms and language concepts that are used in the type system, data types, file formats, etc..
  • :: software related to the explanation and prediction of behavior, thinking, emotions, motivations, relationships, potentials and pathologies.
  • :: Research papers, etc...
  • :: Test Driven Development, Sandbox, Functional/Regression/Unit testing, and other Quality-related tools.
  • :: blogs, cookbooks, cheatsheets, IPython NoteBooks, and other non-standard resources.
  • :: HTTP/Web Frameworks, Networking, and other server-side utils...
  • :: Statistical software, MOOC, tutorials, ...
  • :: Handy toolkits, User Interface software in Python and other general utilities for your Desktop.


  • COPYRIGHT © 2012-Now SVAKSHA, 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 file and ALL references, citations, copies and forks of this work must retain the Copyright, Licence ( file), this permission notice and must attribute credit.


Contributing Guidelines

To submit a PR
  • Add your link as per the topic, in alphabetical order, with notes (if any) to the respective section in the markdown files.
  • For broken links or outdated information, submit a bug report, or make the necessary changes and submit a PR.
  • For Documentation and cookbooks, check if it matches the categories listed, else, list it on the page.
  • 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, then click on save and submit a PR. Github does this automatically in 8 steps.