Projects: pypi: scikit-learn

https://packages.ecosyste.ms/registries/pypi.org/packages/scikit-learn

A set of python modules for machine learning and data mining
72 versions
Latest release: almost 3 years ago
5,918 dependent packages
43,777,417 downloads last month

Enhanced Analysis
Educational Contributors: a.joly@ulg.ac.be vanderplas@astro.washington.edu bh00038@cvplws63.eps.surrey.ac.uk ha258@cornell.edu satra@mit.edu zl2480@columbia.edu pinto@alum.mit.edu jz4721@nyu.edu matteo.visconti.gr@dartmouth.edu vighneshbirodkar@nyu.edu robert.l.marchman@dartmouth.edu rs2715@stern.nyu.edu claire.savard@colorado.edu aaaagrawal@iitb.ac.in ihaque@cs.stanford.edu rspeer@mit.edu mluessi@nmr.mgh.harvard.edu amitibo@tx.technion.ac.il ericchang2017@u.northwestern.edu jkarno@seas.upenn.edu minghui.liu@trincoll.edu m.lyra@sussex.ac.uk andrew.knyazev@ucdenver.edu lamb@cs.stanford.edu camilo@neurostat.mit.edu martino.sorbaro@ed.ac.uk t.sheerman-chase@surrey.ac.uk cgohlke@uci.edu batulaa@drexel.edu kcarnold@alum.mit.edu apw@seas.harvard.edu abie@alum.mit.edu rossbar@berkeley.edu alceballosa@unal.edu.co fhoang7@berkeley.edu hechen@seas.upenn.edu stefan@sun.ac.za deepyaman.datta@utexas.edu rebekah.kim@columbia.edu shubham.bhardwaj2015@vit.ac.in slama@berkeley.edu nisingh@wharton.upenn.edu kanikas3@vt.edu jdlabal@stanford.edu kjells@uw.edu markus.loning.17@ucl.ac.uk k_nzw@klis.tsukuba.ac.jp dkirkby@uci.edu balawson@bu.edu c.brummitt@columbia.edu choo8@illinois.edu giorgio.patrini@anu.edu.au shangwuy@andrew.cmu.edu rafael.possas@sydney.edu.au olsonran@msu.edu brian.mcfee@nyu.edu naj273@nyu.edu dgrusak@trinity.edu emd222@cornell.edu voth0@sewanee.edu trishnendu.dd2014@cs.iiests.ac.in apeng@berkeley.edu boucher@cs.umass.edu lunt@ctbp.ucsd.edu bakhbari@mgh.harvard.edu piraka@brandeis.edu neal.lathia@cl.cam.ac.uk razhoshia@post.bgu.ac.il michal.romaniuk06@ic.ac.uk m.batchkarov@sussex.ac.uk lemin@cs.colostate.edu rudvlf0413@korea.ac.kr vredev16@msu.edu raschkas@msu.edu ali.baharev@univie.ac.at a.krasoulis@sms.ed.ac.uk arokem@berkeley.edu gabrielvr@al.insper.edu.br eric.sanchez1234@email.bakersfieldcollege.edu fcchou@stanford.edu rofuyu@cs.utexas.edu glemaitre@visor.udg.edu naoyaiijima@hiroshima-u.ac.jp ayushgup@iitk.ac.in joel@vlan-2666-10-17-16-173.staff.wireless.sydney.edu.au jam7w2@mail.missouri.edu j.hale09@imperial.ac.uk tw991@nyu.edu patel_zeel@iitgn.ac.in vincent.lostanlen@nyu.edu stvjc@channing.harvard.edu ritchieng@u.nus.edu bansalsi@usc.edu rbarnes@umn.edu rrohan@cs.cmu.edu liutong.zhou@columbia.edu mdh386@nyu.edu mlf419@nyu.edu shreyave@usc.edu jin.siy@northeastern.edu samuel_ainsworth@brown.edu cwijes1@lsu.edu wadawson@ucdavis.edu xinyuliu@umich.edu rz258@cornell.edu daniel.mallia21@myhunter.cuny.edu argriffi@ncsu.edu filipj@umich.edu kms15@case.edu sam.dixon@berkeley.edu khong008@e.ntu.edu.sg jnelso11@gmu.edu jclawton@umich.edu jaehyunahn@sogang.ac.kr ijpulidos@unal.edu.co gstupp@scripps.edu justhube@umich.edu noamkeidar@campus.technion.ac.il nityamd@nyu.edu css459@nyu.edu alyee@ucsd.edu andersk@mit.edu dhanus@mit.edu coreylevinson@uchicago.edu cailean.carter@quadram.ac.uk bral4884@colorado.edu dschult@colgate.edu dpwe@ee.columbia.edu dylan.cashman@tufts.edu pawelsendyk@berkeley.edu qzhang90@gatech.edu mhaberla@calpoly.edu saketk@student.unimelb.edu.au eunjikim@dm.snu.ac.kr erinrhof@uw.edu ksivaman@purdue.edu garmstrong@ucsd.edu konstantin.shmelkov@polytechnique.edu e175774@ie.u-ryukyu.ac.jp hermidal@cs.umd.edu jbearer@hmc.edu jmarin@csail.mit.edu
Repository Activity:
Repository Owner: scikit-learn (organization)
Repositories related to the scikit-learn Python machine learning library. Academic
README Analysis:
Science Score: 100/100
Starting Score: 100 points
Bonuses:
  • +2840 Educational commit emails
    142 contributors with educational email addresses
  • +20 Academic repository owner
    Repository owned by academic institution
  • +15 Institutional repository owner
    Repository owned by research institution
  • +6 Science terms in README
    3 scientific terms found in README
Penalties:
  • -10 PyPI ecosystem
    General-purpose ecosystem

Very Likely Science (100)

Papers Mentioning scikit-learn 2,431

10.3389/frobt.2019.00124
Tactile Signatures and Hand Motion Intent Recognition for Wearable Assistive Devices
Cited by: 7
Author(s): Thekla Stefanou, Greg Chance, Tareq Assaf, Sanja Dogramadzi
Software Mentions: 1
Published: almost 7 years ago
10.3389/frobt.2021.729832
Automatic Detection of Gaze and Body Orientation in Elementary School Classrooms
Cited by: 3
Author(s): Roberto Araya, Jorge Sossa-Rivera
Software Mentions: 1
Published: about 5 years ago
10.3389/frobt.2021.696587
Aiding Grasp Synthesis for Novel Objects Using Heuristic-Based and Data-Driven Active Vision Methods
Cited by: 1
Author(s): Sabhari Natarajan, Galen Brown, Berk Çallı
Software Mentions: 1
Published: about 5 years ago
10.3389/frobt.2020.522141
A Framework for Sensorimotor Cross-Perception and Cross-Behavior Knowledge Transfer for Object Categorization
Cited by: 5
Author(s): Gyan Tatiya, Ramtin Hosseini, Michael C. Hughes, Jivko Sinapov
Software Mentions: 1
Published: almost 6 years ago
10.3389/frobt.2019.00092
Unsupervised Phoneme and Word Discovery From Multiple Speakers Using Double Articulation Analyzer and Neural Network With Parametric Bias
Cited by: 3
Author(s): Ryoichi Nakashima, Ryo Ozaki, Tadahiro Taniguchi
Software Mentions: 1
Published: almost 7 years ago
10.3389/frobt.2020.00038
A Robust Screen-Free Brain-Computer Interface for Robotic Object Selection
Cited by: 0
Author(s): Henrich Kolkhorst, Joseline Veit, Wolfram Burgard, Michael Tangermann
Software Mentions: 1
Published: over 6 years ago
10.1371/journal.pone.0255693
Prediction of HIV drug resistance based on the 3D protein structure: Proposal of molecular field mapping
Cited by: 4
Author(s): Ryosaku Ota, Kanako So, Masahiro Tsuda, Yuriko Higuchi, Fumiyoshi Yamashita
Software Mentions: 1
Published: about 5 years ago
10.3389/fvets.2021.639249
Three-Dimensional Live Imaging of Bovine Preimplantation Embryos: A New Method for IVF Embryo Evaluation
Cited by: 4
Author(s): Yasumitsu Masuda, Ryo Hasebe, Yasushi Kuromi, Masayoshi Kobayashi, Kanako Urataki, Mitsugu Hishinuma, Tetsuya Ohbayashi, Ryo Nishimura
Software Mentions: 1
Published: over 5 years ago
10.2144/fsoa-2019-0131
Integrating computational lead optimization diagnostics with analog design and candidate selection
Cited by: 5
Author(s): Dimitar Yonchev, Jürgen Bajorath
Software Mentions: 1
Published: over 6 years ago
10.1371/journal.pone.0145118
Classifiers for Ischemic Stroke Lesion Segmentation: A Comparison Study
Cited by: 127
Author(s): Oskar Maier, Christoph Schröder, Nils D. Forkert, Thomas Martinetz, Heinz Handels
Software Mentions: 1
Published: over 10 years ago
10.1534/g3.115.025882
Genome-Wide Analysis of the TORC1 and Osmotic Stress Signaling Network in<i>Saccharomyces cerevisiae</i>
Cited by: 9
Author(s): Jeremy Worley, Arron Sullivan, Xiangxia Luo, Matt Kaplan, Andrew P. Capaldi
Software Mentions: 1
Published: over 10 years ago
10.1371/journal.pone.0234871
A rapid volume of interest-based approach of radiomics analysis of breast MRI for tumor decoding and phenotyping of breast cancer
Cited by: 28
Author(s): Aydın Demircioğlu, Johannes Grueneisen, Marc Ingenwerth, Oliver Hoffmann, Katja Pinker-Domenig, Elizabeth A. Morris, Johannes Haubold, Michael Forsting, Felix Nensa, Lale Umutlu
Software Mentions: 1
Published: about 6 years ago
10.1080/20013078.2020.1792683
<i>In vivo</i> identification of apoptotic and extracellular vesicle‐bound live cells using image‐based deep learning
Cited by: 14
Author(s): Jan Kranich, Nikolaos-Kosmas Chlis, Lisa Rausch, Ashretha Latha, Martina Schifferer, Tilman Kurz, Agnieszka Foltyn-Arfa Kia, Mikael Simons, Fabian J. Theis, Thomas Brocker
Software Mentions: 1
Published: about 6 years ago
10.1371/journal.pone.0153208
Automated Segmentation of Skin Strata in Reflectance Confocal Microscopy Depth Stacks
Cited by: 15
Author(s): Samuel C. Hames, Marco Ardigò, H. Peter Soyer, Andrew P. Bradley, Tarl W. Prow
Software Mentions: 1
Published: over 10 years ago
10.1534/g3.120.401122
QTG-Finder2: A Generalized Machine-Learning Algorithm for Prioritizing QTL Causal Genes in Plants
Cited by: 6
Author(s): Fan Lin, Elena Lazarus, Seung Y. Rhee
Software Mentions: 1
Published: about 6 years ago
10.1371/journal.pone.0230164
Use of relevancy and complementary information for discriminatory gene selection from high-dimensional gene expression data
Cited by: 3
Author(s): Nazmul Haque, Sadia Sharmin, Amin Ahsan Ali, Abu Ashfaqur Sajib, Mohammad Shoyaib
Software Mentions: 1
Published: almost 5 years ago
10.1371/journal.pone.0177239
Mapping the emotional face. How individual face parts contribute to successful emotion recognition
Cited by: 196
Author(s): Martin Wegrzyn, Maria Vogt, Berna Kireclioglu, Julia Schneider, Johanna Kißler
Software Mentions: 1
Published: over 9 years ago
10.1371/journal.pone.0247243
Registration of spatio-temporal point clouds of plants for phenotyping
Cited by: 17
Author(s): Nived Chebrolu, Federico Magistri, Thomas Läbe, Cyrill Stachniss
Software Mentions: 1
Published: over 5 years ago
10.1371/journal.pone.0173647
Simple agarose micro-confinement array and machine-learning-based classification for analyzing the patterned differentiation of mesenchymal stem cells
Cited by: 18
Author(s): Nobuyuki Tanaka, Tadahiro Yamashita, Asako Sato, Viola Vogel, Yo Tanaka
Software Mentions: 1
Published: over 9 years ago
10.3390/ani11051305
Random Forest Modelling of Milk Yield of Dairy Cows under Heat Stress Conditions
Cited by: 18
Author(s): Marco Bovo, Miki Agrusti, Stefano Benni, Daniele Torreggiani, Patrizia Tassinari
Software Mentions: 1
Published: over 5 years ago
10.1371/journal.pone.0184216
Automatic machine-learning based identification of jogging periods from accelerometer measurements of adolescents under field conditions
Cited by: 34
Author(s): Eftim Zdravevski, Biljana Risteska Stojkoska, Marie Standl, Holger Schulz
Software Mentions: 1
Published: almost 9 years ago
10.3390/genes10100812
Identification of Key Genes for the Precise Classification between Solenopsis invicta and S. geminata Facilitating the Quarantine Process
Cited by: 2
Author(s): Kil-Hyun Kim, Jisu Kim, Hyun-Ji Cho, Jong-Ho Lee, Tae-Hwan Jun, Yang-Jae Kang
Software Mentions: 1
Published: almost 7 years ago
10.3390/genes10110836
Deregulated Adhesion Program in Palatal Keratinocytes of Orofacial Cleft Patients
Cited by: 1
Author(s): Aysel Mammadova, Carine Carels, Jie Zhou, Christian Gilissen, Maria P. A. C. Helmich, Zhuan Bian, Huiqing Zhou, Johannes W. Von den Hoff
Software Mentions: 1
Published: almost 7 years ago
10.1371/journal.pone.0205348
Automated classification of synaptic vesicles in electron tomograms of C. elegans using machine learning
Cited by: 7
Author(s): Kristin Verena Kaltdorf, M. Theiß, Sebastian M. Markert, Mei Zhen, Thomas Dandekar, Christian Stigloher, Philip Kollmannsberger
Software Mentions: 1
Published: almost 8 years ago
10.3390/genes12040564
OTUs and ASVs Produce Comparable Taxonomic and Diversity from Shrimp Microbiota 16S Profiles Using Tailored Abundance Filters
Cited by: 19
Author(s): Rodrigo García-López, Fernanda Cornejo‐Granados, Alonso A. López-Zavala, Andrés Cota-Huízar, Rogerio R. Sotelo‐Mundo, Bruno Gómez‐Gil, Adrián Ochoa-Leyva
Software Mentions: 1
Published: over 5 years ago
10.1371/journal.pntd.0009530
Dipeptidyl peptidase III as a DNA marker to investigate epidemiology and taxonomy of Old World Leishmania species
Cited by: 0
Author(s): Insaf Bel Hadj Ali, Hamed Chouaieb, Yusr Saadi Ben Aoun, Emna Harigua‐Souiai, Hejer Souguir, Alia Yaacoub, Oussaïma El Dbouni, Zoubir Harrat, Maowia M. Mukhtar, M. Ben Saïd, Nabil Haddad, Akila Fathallah-Mili, Ikram Guizani
Software Mentions: 1
Published: about 5 years ago
10.1371/journal.pntd.0005989
Mitochondrial dual-coding genes in Trypanosoma brucei
Cited by: 17
Author(s): Laura E. Kirby, Donna J. Koslowsky
Software Mentions: 1
Published: almost 9 years ago
10.1007/s11548-016-1376-5
Robust near real-time estimation of physiological parameters from megapixel multispectral images with inverse Monte Carlo and random forest regression
Cited by: 36
Author(s): Sebastian J. Wirkert, Hannes Kenngott, Benjamin F. B. Mayer, Patrick Mietkowski, Martin Wagner, Peter Sauer, Neil T. Clancy, Daniel S. Elson, Lena Maier-Hein
Software Mentions: 1
Published: over 10 years ago
10.1534/genetics.120.303093
Machine Learning Techniques for Classifying the Mutagenic Origins of Point Mutations
Cited by: 7
Author(s): Yicheng Zhu, Cheng Soon Ong, Gavin A. Huttley
Software Mentions: 1
Published: over 6 years ago
10.1186/1471-2105-16-S18-S9
Prediction of neddylation sites from protein sequences and sequence-derived properties
Cited by: 14
Author(s): Ahmet Sinan Yavuz, Namık Berk Sözer, Uğur Sezerman
Software Mentions: 1
Published: almost 11 years ago