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ipeirotis avatar ipeirotis commented on June 1, 2024

Following the documentation, you should use from scholarly import scholarly and not import scholarly

Also the function is search_pubs not get_pubs.

Here is the working code:

from scholarly import scholarly

results = scholarly.search_pubs("machine learning")
for item in results:
  print(item)
{'container_type': 'Publication', 'source': <PublicationSource.PUBLICATION_SEARCH_SNIPPET: 'PUBLICATION_SEARCH_SNIPPET'>, 'bib': {'title': 'Machine learning', 'author': ['E Alpaydin'], 'pub_year': '2021', 'venue': 'NA', 'abstract': 'A concise overview of machine learning--computer programs that learn from data--the basis  of such applications as voice recognition and driverless cars. Today, machine learning'}, 'filled': False, 'gsrank': 1, 'pub_url': 'https://books.google.com/books?hl=en&lr=&id=2nQJEAAAQBAJ&oi=fnd&pg=PR7&dq=machine+learning&ots=fI_4S5ZFkp&sig=Ydt2HasWfNTvEm25pm_FLdXh_TM', 'author_id': ['lXYKgiYAAAAJ'], 'url_scholarbib': '/scholar?hl=en&q=info:_zuqxloS2b0J:scholar.google.com/&output=cite&scirp=0&hl=en', 'url_add_sclib': '/citations?hl=en&xsrf=&continue=/scholar%3Fq%3Dmachine%2Blearning%26hl%3Den%26as_sdt%3D0,33&citilm=1&update_op=library_add&info=_zuqxloS2b0J&ei=yWgQZvXQGrbBy9YP6IGK6As&json=', 'num_citations': 959, 'citedby_url': '/scholar?cites=13679985524203994111&as_sdt=5,33&sciodt=0,33&hl=en', 'url_related_articles': '/scholar?q=related:_zuqxloS2b0J:scholar.google.com/&scioq=machine+learning&hl=en&as_sdt=0,33', 'eprint_url': 'https://cs.pomona.edu/~dkauchak/classes/s16/cs30-s16/lectures/lecture12-NN-basics.pdf'}
{'container_type': 'Publication', 'source': <PublicationSource.PUBLICATION_SEARCH_SNIPPET: 'PUBLICATION_SEARCH_SNIPPET'>, 'bib': {'title': 'Machine learning: Trends, perspectives, and prospects', 'author': ['MI Jordan', 'TM Mitchell'], 'pub_year': '2015', 'venue': 'Science', 'abstract': 'Machine learning addresses the question of how to build computers that improve  Recent  progress in machine learning has been driven both by the development of new learning'}, 'filled': False, 'gsrank': 2, 'pub_url': 'https://www.science.org/doi/abs/10.1126/science.aaa8415', 'author_id': ['yxUduqMAAAAJ', 'MnfzuPYAAAAJ'], 'url_scholarbib': '/scholar?hl=en&q=info:pdcI9r5sCJcJ:scholar.google.com/&output=cite&scirp=1&hl=en', 'url_add_sclib': '/citations?hl=en&xsrf=&continue=/scholar%3Fq%3Dmachine%2Blearning%26hl%3Den%26as_sdt%3D0,33&citilm=1&update_op=library_add&info=pdcI9r5sCJcJ&ei=yWgQZvXQGrbBy9YP6IGK6As&json=', 'num_citations': 8215, 'citedby_url': '/scholar?cites=10883068066968164261&as_sdt=5,33&sciodt=0,33&hl=en', 'url_related_articles': '/scholar?q=related:pdcI9r5sCJcJ:scholar.google.com/&scioq=machine+learning&hl=en&as_sdt=0,33', 'eprint_url': 'http://www.cs.cmu.edu/~tom/pubs/Science-ML-2015.pdf'}
{'container_type': 'Publication', 'source': <PublicationSource.PUBLICATION_SEARCH_SNIPPET: 'PUBLICATION_SEARCH_SNIPPET'>, 'bib': {'title': 'Machine learning algorithms-a review', 'author': ['B Mahesh'], 'pub_year': '2020', 'venue': 'International Journal of Science and Research (IJSR) …', 'abstract': 'Here‟sa quick look at some of the commonly used algorithms in machine learning (ML)  Supervised Learning Supervised learning is the machine learning task of learning a function'}, 'filled': False, 'gsrank': 3, 'pub_url': 'https://www.researchgate.net/profile/Batta-Mahesh/publication/344717762_Machine_Learning_Algorithms_-A_Review/links/5f8b2365299bf1b53e2d243a/Machine-Learning-Algorithms-A-Review.pdf?eid=5082902844932096', 'author_id': [''], 'url_scholarbib': '/scholar?hl=en&q=info:sR_ChBn63tIJ:scholar.google.com/&output=cite&scirp=2&hl=en', 'url_add_sclib': '/citations?hl=en&xsrf=&continue=/scholar%3Fq%3Dmachine%2Blearning%26hl%3Den%26as_sdt%3D0,33&citilm=1&update_op=library_add&info=sR_ChBn63tIJ&ei=yWgQZvXQGrbBy9YP6IGK6As&json=', 'num_citations': 2517, 'citedby_url': '/scholar?cites=15194857180303073201&as_sdt=5,33&sciodt=0,33&hl=en', 'url_related_articles': '/scholar?q=related:sR_ChBn63tIJ:scholar.google.com/&scioq=machine+learning&hl=en&as_sdt=0,33', 'eprint_url': 'https://www.researchgate.net/profile/Batta-Mahesh/publication/344717762_Machine_Learning_Algorithms_-A_Review/links/5f8b2365299bf1b53e2d243a/Machine-Learning-Algorithms-A-Review.pdf?eid=5082902844932096'}
{'container_type': 'Publication', 'source': <PublicationSource.PUBLICATION_SEARCH_SNIPPET: 'PUBLICATION_SEARCH_SNIPPET'>, 'bib': {'title': 'What is machine learning?', 'author': ['I El Naqa', 'MJ Murphy'], 'pub_year': '2015', 'venue': 'NA', 'abstract': 'A machine learning algorithm is a computational process that  This training is the “learning”  part of machine learning. The  can practice “lifelong” learning as it processes new data and'}, 'filled': False, 'gsrank': 4, 'pub_url': 'https://link.springer.com/chapter/10.1007/978-3-319-18305-3_1', 'author_id': ['9Vdfc2sAAAAJ', ''], 'url_scholarbib': '/scholar?hl=en&q=info:6uA6mpei2rcJ:scholar.google.com/&output=cite&scirp=3&hl=en', 'url_add_sclib': '/citations?hl=en&xsrf=&continue=/scholar%3Fq%3Dmachine%2Blearning%26hl%3Den%26as_sdt%3D0,33&citilm=1&update_op=library_add&info=6uA6mpei2rcJ&ei=yWgQZvXQGrbBy9YP6IGK6As&json=', 'num_citations': 1187, 'citedby_url': '/scholar?cites=13248080025875046634&as_sdt=5,33&sciodt=0,33&hl=en', 'url_related_articles': '/scholar?q=related:6uA6mpei2rcJ:scholar.google.com/&scioq=machine+learning&hl=en&as_sdt=0,33', 'eprint_url': 'http://vision.uamt.feec.vutbr.cz/ROZ/lectures/Machine%20Learning%20in%20Computer%20Vision%20(F.F.%20Li,%20Stanford).pdf'}
{'container_type': 'Publication', 'source': <PublicationSource.PUBLICATION_SEARCH_SNIPPET: 'PUBLICATION_SEARCH_SNIPPET'>, 'bib': {'title': 'Machine learning and the physical sciences', 'author': ['G Carleo', 'I Cirac', 'K Cranmer', 'L Daudet', 'M Schuld'], 'pub_year': '2019', 'venue': 'Reviews of Modern …', 'abstract': 'II, where the interaction with machine learning has a long history, drawing on methods in   in machine learning. We then turn the wheel in the other direction of using machine learning for'}, 'filled': False, 'gsrank': 5, 'pub_url': 'https://journals.aps.org/rmp/abstract/10.1103/RevModPhys.91.045002', 'author_id': ['e9I38PEAAAAJ', 'gPGlTbgAAAAJ', 'EZjSxgwAAAAJ', 'PCIAcfUAAAAJ', '_ih_hwUAAAAJ'], 'url_scholarbib': '/scholar?hl=en&q=info:eucrqVB_bisJ:scholar.google.com/&output=cite&scirp=4&hl=en', 'url_add_sclib': '/citations?hl=en&xsrf=&continue=/scholar%3Fq%3Dmachine%2Blearning%26hl%3Den%26as_sdt%3D0,33&citilm=1&update_op=library_add&info=eucrqVB_bisJ&ei=yWgQZvXQGrbBy9YP6IGK6As&json=', 'num_citations': 2038, 'citedby_url': '/scholar?cites=3129578775481411450&as_sdt=5,33&sciodt=0,33&hl=en', 'url_related_articles': '/scholar?q=related:eucrqVB_bisJ:scholar.google.com/&scioq=machine+learning&hl=en&as_sdt=0,33', 'eprint_url': 'https://link.aps.org/accepted/10.1103/RevModPhys.91.045002'}
{'container_type': 'Publication', 'source': <PublicationSource.PUBLICATION_SEARCH_SNIPPET: 'PUBLICATION_SEARCH_SNIPPET'>, 'bib': {'title': 'What is machine learning? A primer for the epidemiologist', 'author': ['Q Bi', 'KE Goodman', 'J Kaminsky'], 'pub_year': '2019', 'venue': 'American journal of …', 'abstract': 'We provide a brief introduction to 5 common machine learning  of machine learning  techniques in the published literature. We recommend approaches to incorporate machine learning'}, 'filled': False, 'gsrank': 6, 'pub_url': 'https://academic.oup.com/aje/article-abstract/188/12/2222/5567515', 'author_id': ['', '', 'BFdcm_gAAAAJ'], 'url_scholarbib': '/scholar?hl=en&q=info:LDE5SAcBB-gJ:scholar.google.com/&output=cite&scirp=5&hl=en', 'url_add_sclib': '/citations?hl=en&xsrf=&continue=/scholar%3Fq%3Dmachine%2Blearning%26hl%3Den%26as_sdt%3D0,33&citilm=1&update_op=library_add&info=LDE5SAcBB-gJ&ei=yWgQZvXQGrbBy9YP6IGK6As&json=', 'num_citations': 470, 'citedby_url': '/scholar?cites=16719333272424362284&as_sdt=5,33&sciodt=0,33&hl=en', 'url_related_articles': '/scholar?q=related:LDE5SAcBB-gJ:scholar.google.com/&scioq=machine+learning&hl=en&as_sdt=0,33', 'eprint_url': 'https://sph.umsha.ac.ir/uploads/18/2023/May/22/kwz189.pdf'}
{'container_type': 'Publication', 'source': <PublicationSource.PUBLICATION_SEARCH_SNIPPET: 'PUBLICATION_SEARCH_SNIPPET'>, 'bib': {'title': 'Readings in machine learning', 'author': ['JW Shavlik', 'TG Dietterich'], 'pub_year': '1990', 'venue': 'NA', 'abstract': 'in machine learning. We have taught from these readings in our own machine learning   Furthermore, we in machine learning believe that learning techniques provide important con'}, 'filled': False, 'gsrank': 7, 'pub_url': 'https://books.google.com/books?hl=en&lr=&id=UgC33U2KMCsC&oi=fnd&pg=PA1&dq=machine+learning&ots=Tigfig8Kp5&sig=oGIUMhfvBsu_lly5io_671ugMH8', 'author_id': ['okf5bmQAAAAJ', '09kJn28AAAAJ'], 'url_scholarbib': '/scholar?hl=en&q=info:fiUuYFSiLxwJ:scholar.google.com/&output=cite&scirp=6&hl=en', 'url_add_sclib': '/citations?hl=en&xsrf=&continue=/scholar%3Fq%3Dmachine%2Blearning%26hl%3Den%26as_sdt%3D0,33&citilm=1&update_op=library_add&info=fiUuYFSiLxwJ&ei=yWgQZvXQGrbBy9YP6IGK6As&json=', 'num_citations': 561, 'citedby_url': '/scholar?cites=2031020440241972606&as_sdt=5,33&sciodt=0,33&hl=en', 'url_related_articles': '/scholar?q=related:fiUuYFSiLxwJ:scholar.google.com/&scioq=machine+learning&hl=en&as_sdt=0,33'}
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{'container_type': 'Publication', 'source': <PublicationSource.PUBLICATION_SEARCH_SNIPPET: 'PUBLICATION_SEARCH_SNIPPET'>, 'bib': {'title': 'Machine learning in action', 'author': ['P Harrington'], 'pub_year': '2012', 'venue': 'NA', 'abstract': 'uses of machine learning algorithms so that the reader can build better applications.   machine learning to massive datasets that cannot be adequately addressed on a single machine'}, 'filled': False, 'gsrank': 9, 'pub_url': 'https://books.google.com/books?hl=en&lr=&id=XTozEAAAQBAJ&oi=fnd&pg=PT18&dq=machine+learning&ots=pxYeM3NQek&sig=NeqHUtoyDwimD0BRMbIMaJYNgn8', 'author_id': [''], 'url_scholarbib': '/scholar?hl=en&q=info:zsRGU1-JC9sJ:scholar.google.com/&output=cite&scirp=8&hl=en', 'url_add_sclib': '/citations?hl=en&xsrf=&continue=/scholar%3Fq%3Dmachine%2Blearning%26hl%3Den%26as_sdt%3D0,33&citilm=1&update_op=library_add&info=zsRGU1-JC9sJ&ei=yWgQZvXQGrbBy9YP6IGK6As&json=', 'num_citations': 1321, 'citedby_url': '/scholar?cites=15783860361562080462&as_sdt=5,33&sciodt=0,33&hl=en', 'url_related_articles': '/scholar?q=related:zsRGU1-JC9sJ:scholar.google.com/&scioq=machine+learning&hl=en&as_sdt=0,33', 'eprint_url': 'https://www.academia.edu/download/55805430/Machine_Learning_in_Action.pdf'}
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{'container_type': 'Publication', 'source': <PublicationSource.PUBLICATION_SEARCH_SNIPPET: 'PUBLICATION_SEARCH_SNIPPET'>, 'bib': {'title': 'Foundations of machine learning', 'author': ['M Mohri', 'A Rostamizadeh', 'A Talwalkar'], 'pub_year': '2018', 'venue': 'NA', 'abstract': 'It covers fundamental modern topics in machine learning  complex topics arising in machine  learning and highlight several  of important topics in machine learning, we have chosen to'}, 'filled': False, 'gsrank': 11, 'pub_url': 'https://books.google.com/books?hl=en&lr=&id=dWB9DwAAQBAJ&oi=fnd&pg=PR5&dq=machine+learning&ots=AzoRXRw4m1&sig=yZaAff-b_fEEE0H5Hku3-PH93kc', 'author_id': ['', '', ''], 'url_scholarbib': '/scholar?hl=en&q=info:IVyR3mXITrQJ:scholar.google.com/&output=cite&scirp=10&hl=en', 'url_add_sclib': '/citations?hl=en&xsrf=&continue=/scholar%3Fq%3Dmachine%2Blearning%26hl%3Den%26start%3D10%26as_sdt%3D0,33&citilm=1&update_op=library_add&info=IVyR3mXITrQJ&ei=ymgQZrWAN-XFy9YPntq_sA8&json=', 'num_citations': 6169, 'citedby_url': '/scholar?cites=12992542314861780001&as_sdt=5,33&sciodt=0,33&hl=en', 'url_related_articles': '/scholar?q=related:IVyR3mXITrQJ:scholar.google.com/&scioq=machine+learning&hl=en&as_sdt=0,33', 'eprint_url': 'https://www.academia.edu/download/86186744/lecture_3.pdf'}
{'container_type': 'Publication', 'source': <PublicationSource.PUBLICATION_SEARCH_SNIPPET: 'PUBLICATION_SEARCH_SNIPPET'>, 'bib': {'title': 'Machine learning', 'author': ['ZH Zhou'], 'pub_year': '2021', 'venue': 'NA', 'abstract': 'machine learning. The second part includes Chapters 4–10, which presents some classic and  popular machine learning  cover the core topics of machine learning in one semester, and'}, 'filled': False, 'gsrank': 12, 'pub_url': 'https://books.google.com/books?hl=en&lr=&id=ctM-EAAAQBAJ&oi=fnd&pg=PR6&dq=machine+learning&ots=o_JjW3Wy-q&sig=ItB0I6Dr__7sp_phASmkgsyRib0', 'author_id': ['rSVIHasAAAAJ'], 'url_scholarbib': '/scholar?hl=en&q=info:EQ8shYj8Ai8J:scholar.google.com/&output=cite&scirp=11&hl=en', 'url_add_sclib': '/citations?hl=en&xsrf=&continue=/scholar%3Fq%3Dmachine%2Blearning%26hl%3Den%26start%3D10%26as_sdt%3D0,33&citilm=1&update_op=library_add&info=EQ8shYj8Ai8J&ei=ymgQZrWAN-XFy9YPntq_sA8&json=', 'num_citations': 1882, 'citedby_url': '/scholar?cites=3387547533016043281&as_sdt=5,33&sciodt=0,33&hl=en', 'url_related_articles': '/scholar?q=related:EQ8shYj8Ai8J:scholar.google.com/&scioq=machine+learning&hl=en&as_sdt=0,33', 'eprint_url': 'https://courses.cs.washington.edu/courses/cse160/18sp/sections/09/MachineLearning.pdf'}
{'container_type': 'Publication', 'source': <PublicationSource.PUBLICATION_SEARCH_SNIPPET: 'PUBLICATION_SEARCH_SNIPPET'>, 'bib': {'title': 'Understanding machine learning: From theory to algorithms', 'author': ['S Shalev-Shwartz', 'S Ben-David'], 'pub_year': '2014', 'venue': 'NA', 'abstract': 'Machine learning is one of the fastest growing areas of computer science, with far-reaching  applications. The aim of this textbook is to introduce machine learning,  machine learning and'}, 'filled': False, 'gsrank': 13, 'pub_url': 'https://books.google.com/books?hl=en&lr=&id=Hf6QAwAAQBAJ&oi=fnd&pg=PR15&dq=machine+learning&ots=2JqhPknPM3&sig=b_HPtQ_cElo9G0u4U1H_NvQzW5g', 'author_id': ['uYVc9koAAAAJ', 'kezPqwoAAAAJ'], 'url_scholarbib': '/scholar?hl=en&q=info:GBzGIpYNxj4J:scholar.google.com/&output=cite&scirp=12&hl=en', 'url_add_sclib': '/citations?hl=en&xsrf=&continue=/scholar%3Fq%3Dmachine%2Blearning%26hl%3Den%26start%3D10%26as_sdt%3D0,33&citilm=1&update_op=library_add&info=GBzGIpYNxj4J&ei=ymgQZrWAN-XFy9YPntq_sA8&json=', 'num_citations': 7429, 'citedby_url': '/scholar?cites=4523317814219906072&as_sdt=5,33&sciodt=0,33&hl=en', 'url_related_articles': '/scholar?q=related:GBzGIpYNxj4J:scholar.google.com/&scioq=machine+learning&hl=en&as_sdt=0,33', 'eprint_url': 'https://mlodyobywatel.ceo.org.pl/sites/mlodyobywatel.ceo.org.pl/files/webform/pdf-understanding-machine-learning-from-theory-to-algorithms-shai-shalev-shwartz-shai-ben-david-pdf-download-free-book-171ad88.pdf'}
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