{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/scikit-multiflow-a-multi-output-streaming","title":"Scikit-Multiflow: A Multi-output Streaming Framework","arxiv_id":"1807.04662","date":"2018-07-12","proceeding":null,"authors":["Jacob Montiel","Jesse Read","Albert Bifet","Talel Abdessalem"],"abstract":"Scikit-multiflow is a multi-output/multi-label and stream data mining\nframework for the Python programming language. Conceived to serve as a platform\nto encourage democratization of stream learning research, it provides multiple\nstate of the art methods for stream learning, stream generators and evaluators.\nscikit-multiflow builds upon popular open source frameworks including\nscikit-learn, MOA and MEKA. Development follows the FOSS principles and quality\nis enforced by complying with PEP8 guidelines and using continuous integration\nand automatic testing. The source code is publicly available at\nhttps://github.com/scikit-multiflow/scikit-multiflow.","url_abs":"http://arxiv.org/abs/1807.04662v1","url_pdf":"http://arxiv.org/pdf/1807.04662v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"scikit-multiflow-a-multi-output-streaming","repo_url":"https://github.com/scikit-multiflow/scikit-multiflow","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":{"status":"ok","spdx":"BSD-3-Clause"}}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1807.04662","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}