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: about 2 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

10.1371/journal.pone.0153331
Divide and Conquer: Sub-Grouping of ASD Improves ASD Detection Based on Brain Morphometry
Cited by: 36
Author(s): Gajendra Jung Katuwal, Stefi A. Baum, Nathan D. Cahill, Andrew M. Michael
Software Mentions: 1
Published: over 9 years ago
10.1371/journal.pone.0195328
A note on the analysis of two-stage task results: How changes in task structure affect what model-free and model-based strategies predict about the effects of reward and transition on the stay probability
Cited by: 14
Author(s): Carolina Feher da Silva, Todd A. Hare
Software Mentions: 1
Published: over 7 years ago
10.1371/journal.pone.0193765
On the nature of real and perceived bias in the mainstream media
Cited by: 30
Author(s): Erick Elejalde, Leo Ferres, Eelco Herder
Software Mentions: 1
Published: over 7 years ago
10.1371/journal.pone.0237285
PI Prob: A risk prediction and clinical guidance system for evaluating patients with recurrent infections
Cited by: 13
Author(s): Nicholas L. Rider, Gina Cahill, Tina Motazedi, Lei Wei, Ashok Kurian, Lenora M. Noroski, Filiz O. Seeborg, Iván K. Chinn, Kirk Roberts
Software Mentions: 1
Published: over 4 years ago
10.3389/fgene.2019.00018
Construction of Complex Features for Computational Predicting ncRNA-Protein Interaction
Cited by: 15
Author(s): Qigen Dai, Maozu Guo, Xiaodong Duan, Zhaogang Teng, Yueyue Fu
Software Mentions: 1
Published: almost 7 years ago
10.3390/ani11010050
Determination of Body Parts in Holstein Friesian Cows Comparing Neural Networks and k Nearest Neighbour Classification
Cited by: 7
Author(s): Jennifer Salau, Jan Haas, Wolfgang Junge, Georg Thaller
Software Mentions: 1
Published: almost 5 years ago
10.1371/journal.pone.0086703
Sequence Based Prediction of DNA-Binding Proteins Based on Hybrid Feature Selection Using Random Forest and Gaussian Naïve Bayes
Cited by: 155
Author(s): Wangchao Lou, Xiaoqing Wang, Fan Chen, Yixiao Chen, Bo Jiang, Hua Zhang
Software Mentions: 1
Published: almost 12 years ago
10.3390/s20123542
Odor Detection Using an E-Nose With a Reduced Sensor Array
Cited by: 27
Author(s): Piotr Borowik, Ludwik Adamowicz, Rafał Tarakowski, Krzysztof Siwek, Tomasz Grzywacz
Software Mentions: 1
Published: over 5 years ago
10.3389/fgene.2019.00876
Graphical Workflow System for Modification Calling by Machine Learning of Reverse Transcription Signatures
Cited by: 10
Author(s): Lukas Schmidt, Stephan Werner, Thomas Kemmer, Stefan Niebler, Marco Kristen, Lilia Ayadi, Patrick Johé, Virginie Marchand, Tanja Schirmeister, Yuri Motorin, Andreas Hildebrandt, Bertil Schmidt, Mark Helm
Software Mentions: 1
Published: about 6 years ago
10.3389/fgene.2019.01231
Predicting Endoplasmic Reticulum Resident Proteins Using Auto-Cross Covariance Transformation With a U-Shaped Residue Weight-Transfer Function
Cited by: 1
Author(s): Yang-Yang Miao, Wei Zhao, Guangping Li, Yang Gao, Pu-Feng Du
Software Mentions: 1
Published: almost 6 years ago
10.3389/fgene.2020.00221
Computing Skin Cutaneous Melanoma Outcome From the HLA-Alleles and Clinical Characteristics
Cited by: 30
Author(s): Anjali Dhall, Sumeet Patiyal, Harpreet Kaur, Sherry Bhalla, Chakit Arora, Gajendra P. S. Raghava
Software Mentions: 1
Published: over 5 years ago
10.1371/journal.pone.0193128
Most yeast SH3 domains bind peptide targets with high intrinsic specificity
Cited by: 13
Author(s): Tom Brown, Nils Brown, Elliott J. Stollar
Software Mentions: 1
Published: over 7 years ago
10.1371/journal.pone.0137241
Estimating Regions of Oceanographic Importance for Seabirds Using A-Spatial Data
Cited by: 4
Author(s): Grant R. W. Humphries
Software Mentions: 1
Published: about 10 years ago
10.3389/fgene.2019.01078
What Do Neighbors Tell About You: The Local Context of Cis-Regulatory Modules Complicates Prediction of Regulatory Variants
Cited by: 3
Author(s): Dmitry Penzar, Arsenii Zinkevich, Ilya E. Vorontsov, Vasily Sitnik, Alexander V. Favorov, Vsevolod J. Makeev, Ivan V. Kulakovskiy
Software Mentions: 1
Published: about 6 years ago
10.1371/journal.pone.0122287
Comparison of Sequencing Based CNV Discovery Methods Using Monozygotic Twin Quartets
Cited by: 15
Author(s): Marc‐André Legault, Simon L. Girard, Louis‐Philippe Lemieux Perreault, Guy A. Rouleau, Marie‐Pierre Dubé
Software Mentions: 1
Published: over 10 years ago
10.3390/s20123485
Prediction of Body Weight of a Person Lying on a Smart Mat in Nonrestraint and Unconsciousness Conditions
Cited by: 7
Author(s): Tae‐Hwan Kim, Youn-Sik Hong
Software Mentions: 1
Published: over 5 years ago
10.1371/journal.pone.0248737
Differential privacy fuzzy C-means clustering algorithm based on gaussian kernel function
Cited by: 4
Author(s): Yaling Zhang, Jie Han
Software Mentions: 1
Published: over 4 years ago
10.1371/journal.pone.0166866
Towards the Automatic Classification of Avian Flight Calls for Bioacoustic Monitoring
Cited by: 68
Author(s): Justin Salamon, Juan Pablo Bello, Andrew Farnsworth, Matt Robbins, Sara Keen, Holger Klinck, Steve Kelling
Software Mentions: 1
Published: almost 9 years ago
10.3389/fnhum.2021.636414
Prediction of Freezing of Gait in Parkinson’s Disease Using a Random Forest Model Based on an Orthogonal Experimental Design: A Pilot Study
Cited by: 4
Author(s): Zhonelue Chen, Gen Li, Chao Gao, Yuyan Tan, Jun Li, Jin Zhao, Yun Ling, Xiaoliu Yu, Kang Ren, Shengdi Chen
Software Mentions: 1
Published: over 4 years ago
10.3389/fnhum.2020.609170
Neural and Genetic Bases for Human Ability Traits
Cited by: 3
Author(s): Camila Bonin Pinto, Jannis Bielefeld, Rami Jabakhanji, Diane Reckziegel, James W. Griffith, A. Vania Apkarian
Software Mentions: 1
Published: almost 5 years ago
10.3389/fnhum.2021.700627
Multimodal Prediction of Alzheimer's Disease Severity Level Based on Resting-State EEG and Structural MRI
Cited by: 3
Author(s): Belmir J. de Jesus, Raymundo Cassani, William J. McGeown, Marco Cecchi, K.C. Fadem, Tiago H. Falk
Software Mentions: 1
Published: about 4 years ago
10.3389/fnhum.2018.00219
Congruency of Separable Affix Verb Combinations Is Linearly Indexed by the N400
Cited by: 2
Author(s): Jeff Hanna, Friedemann Pulvermüller
Software Mentions: 1
Published: over 7 years ago
10.1371/journal.pone.0217053
Automatic classification of focal liver lesions based on MRI and risk factors
Cited by: 39
Author(s): Mariëlle J. A. Jansen, Hugo J. Kuijf, Wouter B. Veldhuis, Frank J. Wessels, Max A. Viergever, Josien P. W. Pluim
Software Mentions: 1
Published: over 6 years ago
10.3389/fnhum.2021.647839
An Open Source-Based BCI Application for Virtual World Tour and Its Usability Evaluation
Cited by: 3
Author(s): Sanghum Woo, Jongmin Lee, Hyunji Kim, Sungwoo Chun, Daehyung Lee, Daeun Gwon, Minkyu Ahn
Software Mentions: 1
Published: over 4 years ago
10.3389/fnhum.2018.00444
Music Familiarity Affects EEG Entrainment When Little Attention Is Paid
Cited by: 10
Author(s): Yoshinao Kumagai, Ryosuke Matsui, Toshihisa Tanaka
Software Mentions: 1
Published: almost 7 years ago
10.1371/journal.pone.0211770
Visual cues that predict intuitive risk perception in the case of HIV
Cited by: 4
Author(s): Ralf Schmälzle, Freda–Marie Hartung, Alexander Barth, Martin A. Imhof, Alex Kenter, Britta Renner, Harald T. Schupp
Software Mentions: 1
Published: over 6 years ago
10.3389/fnhum.2021.637071
Functional Network Alterations as Markers for Predicting the Treatment Outcome of Cathodal Transcranial Direct Current Stimulation in Focal Epilepsy
Cited by: 4
Author(s): Jiaxin Hao, Wenyi Luo, Yuhai Xie, Ying Feng, Wei Sun, Weifeng Peng, Jun Zhao, Pu-Ming Zhang, Jing Ding, Xin Wang
Software Mentions: 1
Published: over 4 years ago
10.3389/fnhum.2018.00105
Eye Movements During Everyday Behavior Predict Personality Traits
Cited by: 102
Author(s): Sabrina Hoppe, Tobias Loetscher, Stephanie A. Morey, Andreas Bulling
Software Mentions: 1
Published: over 7 years ago
10.3389/fnhum.2017.00015
A Non-parametric Approach to the Overall Estimate of Cognitive Load Using NIRS Time Series
Cited by: 18
Author(s): Soheil Keshmiri, Hidenobu Sumioka, Ryuji Yamazaki, Hiroshi Ishiguro
Software Mentions: 1
Published: over 8 years ago
10.1186/s12859-017-1947-7
PON-SC – program for identifying steric clashes caused by amino acid substitutions
Cited by: 5
Author(s): Jelena Čalyševa, Mauno Vihinen
Software Mentions: 1
Published: almost 8 years ago