{"id":13459864,"url":"https://github.com/svaksha/pythonidae","last_synced_at":"2025-10-20T07:54:40.119Z","repository":{"id":15968429,"uuid":"18711198","full_name":"svaksha/pythonidae","owner":"svaksha","description":"Curated decibans of scientific programming resources in Python.","archived":false,"fork":false,"pushed_at":"2023-07-04T14:36:02.000Z","size":1275,"stargazers_count":1005,"open_issues_count":3,"forks_count":191,"subscribers_count":73,"default_branch":"main","last_synced_at":"2025-10-16T02:01:18.676Z","etag":null,"topics":["awesome-list","python"],"latest_commit_sha":null,"homepage":"http://svaksha.github.io/pythonidae","language":"Julia","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/svaksha.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null},"funding":{"github":["svaksha"],"patreon":"svaksha","open_collective":"svaksha","ko_fi":"svaksha","tidelift":null,"community_bridge":null,"liberapay":"svaksha","issuehunt":null,"otechie":null,"custom":null}},"created_at":"2014-04-12T18:21:54.000Z","updated_at":"2025-10-12T12:23:10.000Z","dependencies_parsed_at":"2024-01-12T02:14:09.461Z","dependency_job_id":null,"html_url":"https://github.com/svaksha/pythonidae","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/svaksha/pythonidae","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/svaksha%2Fpythonidae","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/svaksha%2Fpythonidae/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/svaksha%2Fpythonidae/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/svaksha%2Fpythonidae/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/svaksha","download_url":"https://codeload.github.com/svaksha/pythonidae/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/svaksha%2Fpythonidae/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":280049450,"owners_count":26263872,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-20T02:00:06.978Z","response_time":62,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["awesome-list","python"],"created_at":"2024-07-31T10:00:31.271Z","updated_at":"2025-10-20T07:54:40.102Z","avatar_url":"https://github.com/svaksha.png","language":"Julia","readme":"# Pythonidae\n\n[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.\n\n+ [INDEX](#index)\n+ [LICENSE](#license)\n   + [Mirrors](#mirrors)\n+ [CONTRIBUTE](#contribute)\n   + [BugReport-PullRequest](#bugreport-pullrequest)\n   + [Stargazers](#stargazers)\n\n----\n\n# INDEX\n+ [AI.md](https://github.com/svaksha/pythonidae/blob/master/AI.md) :: Artificial Intelligence, Cognitive Science, Machine Learning, Neural, NLP.\n+ [Algorithms.md](https://github.com/svaksha/pythonidae/blob/master/Algorithms.md) :: Algorithms, Data Mining, Clustering, Data Structures,  Linguistics, ...\n+ [API.md](https://github.com/svaksha/pythonidae/blob/master/API.md) :: API wrapper generators, other tools and bindings.\n+ [Biology.md](https://github.com/svaksha/pythonidae/blob/master/Biology.md) :: Bioinformatics, genomics, agriculture, food science, medicine, genetic engineering, Neuroscience, et. al...\n+ [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...\n+ [Chemistry.md](https://github.com/svaksha/pythonidae/blob/master/Chemistry.md) :: Analytical chemistry, cheminformatics, crystallography, nanochemistry, nuclear chemistry, etc...\n+ [Computer-Graphics.md](https://github.com/svaksha/pythonidae/blob/master/Computer-Graphics.md) :: Plotting, Graphics and other Visualization tools.\n+ [DataBase.md](https://github.com/svaksha/pythonidae/blob/master/DataBase.md) :: NoSQL, RDBMS and Middleware API's.\n+ [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...\n+ [IO.md](https://github.com/svaksha/pythonidae/blob/master/IO.md) :: Input/Output functionality and support for file formats.\n+ [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.\n+ [Mathematics.md](https://github.com/svaksha/pythonidae/blob/master/Mathematics.md) :: Mathematical software libraries, blogs, etc.. \n+ [OpenDataScience.md](https://github.com/svaksha/pythonidae/blob/master/OpenDataScience.md) :: OpenData + OpenScience + OpenResearch, Reproducible research, Free Data Sets, et al.\n+ [Physics.md](https://github.com/svaksha/pythonidae/blob/master/Physics.md) :: software related to Physics.\n+ [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..\n+ [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.\n+ [Publications.md](https://github.com/svaksha/pythonidae/blob/master/Publications.md) :: Research papers, etc...\n+ [QA.md](https://github.com/svaksha/pythonidae/blob/master/QA.md) :: Test Driven Development, Sandbox, Functional/Regression/Unit testing, and other Quality-related tools.\n+ [Resources.md](https://github.com/svaksha/pythonidae/blob/master/Resources.md) :: blogs, cookbooks, cheatsheets, IPython NoteBooks, and other non-standard resources.\n+ [Server.md](https://github.com/svaksha/pythonidae/blob/master/Server.md) :: HTTP/Web Frameworks, Networking, and other server-side utils...\n+ [Statistics.md](https://github.com/svaksha/pythonidae/blob/master/Statistics.md) :: Statistical software, MOOC, tutorials, ...\n+ [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, ...\n+ [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.\n\n----\n\n# LICENSE \n+ COPYRIGHT © 2012-Now [SVAKSHA](http://svaksha.com/pages/Bio), All Rights Reserved. \n+ 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).\n\n\n## Mirrors \n+ [Bitbucket](https://bitbucket.org/svaksha/pythonidae) :: git clone git@bitbucket.org:svaksha/pythonidae.git\n+ [GitLab](https://gitlab.com/svaksha/pythonidae) :: git clone git@gitlab.com:svaksha/pythonidae.git\n\n\n----\n\n# CONTRIBUTE\n\n[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/).\n\n\n## BugReport-PullRequest\n\n__To submit a [PR](https://github.com/svaksha/pythonidae/pulls)__:\n\n1. 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 ;-)).\n2. 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.\n3. Fix broken links or outdated information and submit a bug report.\n4. For Documentation and cookbooks, check if it matches the categories listed, else, list it on the [Resources.md](Resources.md) page.\n5. 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).\n\n\n\n## Stargazers\n[![Stargazers over time](https://starchart.cc/svaksha/pythonidae.svg)](https://starchart.cc/svaksha/pythonidae)\n      \n","funding_links":["https://github.com/sponsors/svaksha","https://patreon.com/svaksha","https://opencollective.com/svaksha","https://ko-fi.com/svaksha","https://liberapay.com/svaksha"],"categories":["Awesome Lists","Podcasts","Uncategorized","Weekly","Julia","Technical","Programming languages","Online Resources","Twitter","Awesome Penetration Testing","Data validation","Useful lists ##","参考和论坛","Other Awesome Lists","Awesome Penetration Testing (\"https://github.com/Muhammd/Awesome-Pentest\")"],"sub_categories":["Defcon Suggested Reading","Uncategorized","ramanihiteshc@gmail.com","Other Lists Online","Awesome Lists","参考","Python"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsvaksha%2Fpythonidae","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsvaksha%2Fpythonidae","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsvaksha%2Fpythonidae/lists"}