{"id":"https://openalex.org/W2997591727","doi":"https://doi.org/10.5555/1953048.2078195","title":"Scikit-learn: Machine Learning in Python","display_name":"Scikit-learn: Machine Learning in Python","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2997591727","doi":"https://doi.org/10.5555/1953048.2078195","mag":"2997591727"},"language":"en","primary_location":{"id":"mag:2997591727","is_oa":false,"landing_page_url":"https://dl.acm.org/citation.cfm?id=1953048.2078195","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of Machine Learning Research","raw_type":null},"type":"article","indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001344255","display_name":"PedregosaFabian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"PedregosaFabian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015155577","display_name":"VaroquauxGa\u00ebl","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"VaroquauxGa\u00ebl","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082193384","display_name":"GramfortAlexandre","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"GramfortAlexandre","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046730698","display_name":"MichelVincent","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"MichelVincent","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057304980","display_name":"ThirionBertrand","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"ThirionBertrand","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031085857","display_name":"GriselOlivier","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"GriselOlivier","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023292999","display_name":"BlondelMathieu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"BlondelMathieu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088096317","display_name":"PrettenhoferPeter","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"PrettenhoferPeter","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083564992","display_name":"WeissRon","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"WeissRon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056576127","display_name":"DubourgVincent","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"DubourgVincent","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082383435","display_name":"VanderplasJake","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"VanderplasJake","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027220078","display_name":"PassosAlexandre","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"PassosAlexandre","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002306909","display_name":"CournapeauDavid","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"CournapeauDavid","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026983194","display_name":"BrucherMatthieu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"BrucherMatthieu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014917008","display_name":"PerrotMatthieu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"PerrotMatthieu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5034896968","display_name":"Duchesnay\u00c9douard","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Duchesnay\u00c9douard","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":16,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":21.1038,"has_fulltext":false,"cited_by_count":8220,"citation_normalized_percentile":{"value":0.99448276,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.7835000157356262,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.7835000157356262,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.8940595388412476},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6587178707122803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5495919585227966},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4344472587108612},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3134846091270447}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8940595388412476},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6587178707122803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5495919585227966},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4344472587108612},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3134846091270447}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2997591727","is_oa":false,"landing_page_url":"https://dl.acm.org/citation.cfm?id=1953048.2078195","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Journal of Machine Learning Research","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3102476541","https://openalex.org/W2911964244","https://openalex.org/W2064675550","https://openalex.org/W2011301426","https://openalex.org/W2153635508","https://openalex.org/W2119821739","https://openalex.org/W2250539671","https://openalex.org/W1678356000","https://openalex.org/W3103145119","https://openalex.org/W3120740533","https://openalex.org/W2194775991","https://openalex.org/W2146292423","https://openalex.org/W3085162807","https://openalex.org/W2342249984","https://openalex.org/W2056132907","https://openalex.org/W2187089797","https://openalex.org/W2097998348","https://openalex.org/W1880262756","https://openalex.org/W2148143831","https://openalex.org/W1480376833"],"abstract_inverted_index":{"Scikit-learn":[0],"is":[1],"a":[2,6],"Python":[3],"module":[4],"integrating":[5],"wide":[7],"range":[8],"of":[9],"state-of-the-art":[10],"machine":[11],"learning":[12],"algorithms":[13],"for":[14],"medium-scale":[15],"supervised":[16],"and":[17],"unsupervised":[18],"problems.":[19],"This":[20],"package":[21],"focuses":[22],"on":[23],"bringing":[24],"mach...":[25]},"counts_by_year":[{"year":2026,"cited_by_count":203},{"year":2025,"cited_by_count":3320},{"year":2024,"cited_by_count":1191},{"year":2023,"cited_by_count":907},{"year":2022,"cited_by_count":726},{"year":2021,"cited_by_count":629},{"year":2020,"cited_by_count":479},{"year":2019,"cited_by_count":250},{"year":2018,"cited_by_count":193},{"year":2017,"cited_by_count":136},{"year":2016,"cited_by_count":87},{"year":2015,"cited_by_count":50},{"year":2014,"cited_by_count":34},{"year":2013,"cited_by_count":13},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-10-10T00:00:00"}
