-
1
-
-
84872806231
-
Genome-wide methylation profiles reveal quantitative views of human aging rates
-
Hannum G, Guinney J, Zhao L, Zhang L, Hughes G, Sadda S, et al. Genome-wide methylation profiles reveal quantitative views of human aging rates. Mol Cell. 2013;49:359-67.
-
(2013)
Mol Cell
, vol.49
, pp. 359-367
-
-
Hannum, G.1
Guinney, J.2
Zhao, L.3
Zhang, L.4
Hughes, G.5
Sadda, S.6
-
2
-
-
84886111619
-
DNA methylation age of human tissues and cell types
-
Horvath S. DNA methylation age of human tissues and cell types. Genome Biol. 2013;14:R115.
-
(2013)
Genome Biol
, vol.14
, pp. R115
-
-
Horvath, S.1
-
3
-
-
84896718645
-
Aging of blood can be tracked by DNA methylation changes at just three CpG sites
-
Weidner CI, Lin Q, Koch CM, Eisele L, Beier F, Ziegler P, et al. Aging of blood can be tracked by DNA methylation changes at just three CpG sites. Genome Biol. 2014;15:R24.
-
(2014)
Genome Biol
, vol.15
, pp. R24
-
-
Weidner, C.I.1
Lin, Q.2
Koch, C.M.3
Eisele, L.4
Beier, F.5
Ziegler, P.6
-
4
-
-
84908441328
-
Obesity accelerates epigenetic aging of human liver
-
Horvath S, Erhart W, Brosch M, Ammerpohl O, von Schonfels W, Ahrens M, et al. Obesity accelerates epigenetic aging of human liver. Proc Natl Acad Sci U S A. 2014;111:15538-43.
-
(2014)
Proc Natl Acad Sci U S A
, vol.111
, pp. 15538-15543
-
-
Horvath, S.1
Erhart, W.2
Brosch, M.3
Ammerpohl, O.4
Schonfels, W.5
Ahrens, M.6
-
5
-
-
84963799097
-
Methylome-wide analysis of chronic HIV infection reveals five-year increase in biological age and epigenetic targeting of HLA
-
Gross AM, Jaeger PA, Kreisberg JF, Licon K, Jepsen KL, Khosroheidari M, et al. Methylome-wide analysis of chronic HIV infection reveals five-year increase in biological age and epigenetic targeting of HLA. Mol Cell. 2016;62:157-68.
-
(2016)
Mol Cell
, vol.62
, pp. 157-168
-
-
Gross, A.M.1
Jaeger, P.A.2
Kreisberg, J.F.3
Licon, K.4
Jepsen, K.L.5
Khosroheidari, M.6
-
6
-
-
84927909490
-
Accelerated epigenetic aging in Down syndrome
-
Horvath S, Garagnani P, Bacalini MG, Pirazzini C, Salvioli S, Gentilini D, et al. Accelerated epigenetic aging in Down syndrome. Aging Cell. 2015;14:491-5.
-
(2015)
Aging Cell
, vol.14
, pp. 491-495
-
-
Horvath, S.1
Garagnani, P.2
Bacalini, M.G.3
Pirazzini, C.4
Salvioli, S.5
Gentilini, D.6
-
7
-
-
84926674860
-
DNA methylation age of blood predicts all-cause mortality in later life
-
Marioni RE, Shah S, McRae AF, Chen BH, Colicino E, Harris SE, et al. DNA methylation age of blood predicts all-cause mortality in later life. Genome Biol. 2015;16:25.
-
(2015)
Genome Biol
, vol.16
, pp. 25
-
-
Marioni, R.E.1
Shah, S.2
McRae, A.F.3
Chen, B.H.4
Colicino, E.5
Harris, S.E.6
-
8
-
-
0002458132
-
The effect of retarded growth upon the length of life span and upon the ultimate body size
-
McCay C, Crowell MF, Maynard LA, et al. The effect of retarded growth upon the length of life span and upon the ultimate body size. J Nutr. 1935;10:63-79.
-
(1935)
J Nutr
, vol.10
, pp. 63-79
-
-
McCay, C.1
Crowell, M.F.2
Maynard, L.A.3
-
9
-
-
0027255341
-
Mid-life onset of dietary restriction extends life and prolongs cognitive functioning
-
Means LW, Higgins JL, Fernandez TJ. Mid-life onset of dietary restriction extends life and prolongs cognitive functioning. Physiol Behav. 1993;54:503-8.
-
(1993)
Physiol Behav
, vol.54
, pp. 503-508
-
-
Means, L.W.1
Higgins, J.L.2
Fernandez, T.J.3
-
10
-
-
0029952098
-
Dwarf mice and the aging process
-
Brown-Borg HM, Borg KE, Meliska CJ, Bartke A, et al. Dwarf mice and the aging process. Nature. 1996;384:33.
-
(1996)
Nature
, vol.384
, pp. 33
-
-
Brown-Borg, H.M.1
Borg, K.E.2
Meliska, C.J.3
Bartke, A.4
-
11
-
-
13944276264
-
Life extension in the dwarf mouse
-
Bartke A, Brown-Borg H. Life extension in the dwarf mouse. Curr Top Dev Biol. 2004;63:189-225.
-
(2004)
Curr Top Dev Biol
, vol.63
, pp. 189-225
-
-
Bartke, A.1
Brown-Borg, H.2
-
12
-
-
84901403995
-
Rapamycin-mediated lifespan increase in mice is dose and sex dependent and metabolically distinct from dietary restriction
-
Miller RA, Harrison DE, Astle CM, Fernandez E, Flurkey K, Han M, et al. Rapamycin-mediated lifespan increase in mice is dose and sex dependent and metabolically distinct from dietary restriction. Aging Cell. 2014;13:468-77.
-
(2014)
Aging Cell
, vol.13
, pp. 468-477
-
-
Miller, R.A.1
Harrison, D.E.2
Astle, C.M.3
Fernandez, E.4
Flurkey, K.5
Han, M.6
-
13
-
-
77249137168
-
Principles and challenges of genome-wide DNA methylation analysis
-
Laird PW. Principles and challenges of genome-wide DNA methylation analysis. Nat Rev Genet. 2010;11:191-203.
-
(2010)
Nat Rev Genet
, vol.11
, pp. 191-203
-
-
Laird, P.W.1
-
14
-
-
84943451551
-
Aging-dependent demethylation of regulatory elements correlates with chromatin state and improved β cell function
-
Avrahami D, Li C, Zhang J, Schug J, Avrahami R, Rao S, et al. Aging-dependent demethylation of regulatory elements correlates with chromatin state and improved β cell function. Cell Metab. 2015;22:619-32.
-
(2015)
Cell Metab
, vol.22
, pp. 619-632
-
-
Avrahami, D.1
Li, C.2
Zhang, J.3
Schug, J.4
Avrahami, R.5
Rao, S.6
-
15
-
-
84899768899
-
Epigenomic profiling of young and aged HSCs reveals concerted changes during aging that reinforce self-renewal
-
Sun D, Luo M, Jeong M, Rodriguez B, Xia Z, Hannah R, et al. Epigenomic profiling of young and aged HSCs reveals concerted changes during aging that reinforce self-renewal. Cell Stem Cell. 2014;14:673-88.
-
(2014)
Cell Stem Cell
, vol.14
, pp. 673-688
-
-
Sun, D.1
Luo, M.2
Jeong, M.3
Rodriguez, B.4
Xia, Z.5
Hannah, R.6
-
16
-
-
84958576493
-
Age-associated changes in DNA methylation across multiple tissues in an inbred mouse model
-
Spiers H, Hannon E, Wells S, Williams B, Fernandes C, Mill J. Age-associated changes in DNA methylation across multiple tissues in an inbred mouse model. Mech Ageing Dev. 2016;154:20-3.
-
(2016)
Mech Ageing Dev
, vol.154
, pp. 20-23
-
-
Spiers, H.1
Hannon, E.2
Wells, S.3
Williams, B.4
Fernandes, C.5
Mill, J.6
-
17
-
-
84875965163
-
Proliferation-dependent alterations of the DNA methylation landscape underlie hematopoietic stem cell aging
-
Beerman I, Bock C, Garrison BS, Smith ZD, Gu H, Meissner A, et al. Proliferation-dependent alterations of the DNA methylation landscape underlie hematopoietic stem cell aging. Cell Stem Cell. 2013;12:413-25.
-
(2013)
Cell Stem Cell
, vol.12
, pp. 413-425
-
-
Beerman, I.1
Bock, C.2
Garrison, B.S.3
Smith, Z.D.4
Gu, H.5
Meissner, A.6
-
18
-
-
84898746948
-
Age-related epigenetic drift in the pathogenesis of MDS and AML
-
Maegawa S, Gough SM, Watanabe-Okochi N, Lu Y, Zhang N, Castoro RJ, et al. Age-related epigenetic drift in the pathogenesis of MDS and AML. Genome Res. 2014;24:580-91.
-
(2014)
Genome Res
, vol.24
, pp. 580-591
-
-
Maegawa, S.1
Gough, S.M.2
Watanabe-Okochi, N.3
Lu, Y.4
Zhang, N.5
Castoro, R.J.6
-
19
-
-
84929469179
-
Gender-specific postnatal demethylation and establishment of epigenetic memory
-
Reizel Y, Spiro A, Sabag O, Skversky Y, Hecht M, Keshet I, et al. Gender-specific postnatal demethylation and establishment of epigenetic memory. Genes Dev. 2015;29:923-33.
-
(2015)
Genes Dev
, vol.29
, pp. 923-933
-
-
Reizel, Y.1
Spiro, A.2
Sabag, O.3
Skversky, Y.4
Hecht, M.5
Keshet, I.6
-
20
-
-
84881319858
-
DNA methylation analysis in nonalcoholic fatty liver disease suggests distinct disease-specific and remodeling signatures after bariatric surgery
-
Ahrens M, Ammerpohl O, von Schönfels W, Kolarova J, Bens S, Itzel T, et al. DNA methylation analysis in nonalcoholic fatty liver disease suggests distinct disease-specific and remodeling signatures after bariatric surgery. Cell Metab. 2013;18:296-302.
-
(2013)
Cell Metab
, vol.18
, pp. 296-302
-
-
Ahrens, M.1
Ammerpohl, O.2
Schönfels, W.3
Kolarova, J.4
Bens, S.5
Itzel, T.6
-
21
-
-
84977525598
-
Single-cell genome-wide bisulfite sequencing uncovers extensive heterogeneity in the mouse liver methylome
-
Gravina S, Dong X, Yu B, Vijg J. Single-cell genome-wide bisulfite sequencing uncovers extensive heterogeneity in the mouse liver methylome. Genome Biol. 2016;17:150.
-
(2016)
Genome Biol
, vol.17
, pp. 150
-
-
Gravina, S.1
Dong, X.2
Yu, B.3
Vijg, J.4
-
22
-
-
84859098571
-
The SVA package for removing batch effects and other unwanted variation in high-throughput experiments
-
Leek JT, Johnson WE, Parker HS, Jaffe AE, Storey JD. The SVA package for removing batch effects and other unwanted variation in high-throughput experiments. Bioinformatics. 2012;28:882-3.
-
(2012)
Bioinformatics
, vol.28
, pp. 882-883
-
-
Leek, J.T.1
Johnson, W.E.2
Parker, H.S.3
Jaffe, A.E.4
Storey, J.D.5
-
23
-
-
33845432928
-
Adjusting batch effects in microarray expression data using empirical Bayes methods
-
Johnson WE, Li C, Rabinovic A. Adjusting batch effects in microarray expression data using empirical Bayes methods. Biostatistics. 2007;8:118-27.
-
(2007)
Biostatistics
, vol.8
, pp. 118-127
-
-
Johnson, W.E.1
Li, C.2
Rabinovic, A.3
-
24
-
-
16244401458
-
Regularization and variable selection via the elastic net
-
Zou H, Hastie T. Regularization and variable selection via the elastic net. J R Stat Soc Series B Stat Methodol. 2005;67:301-20.
-
(2005)
J R Stat Soc Series B Stat Methodol
, vol.67
, pp. 301-320
-
-
Zou, H.1
Hastie, T.2
-
25
-
-
67650944993
-
Rapamycin fed late in life extends lifespan in genetically heterogeneous mice
-
Harrison DE, Strong R, Sharp ZD, Nelson JF, Astle CM, Flurkey K, et al. Rapamycin fed late in life extends lifespan in genetically heterogeneous mice. Nature. 2009;460:392-5.
-
(2009)
Nature
, vol.460
, pp. 392-395
-
-
Harrison, D.E.1
Strong, R.2
Sharp, Z.D.3
Nelson, J.F.4
Astle, C.M.5
Flurkey, K.6
-
26
-
-
84876077532
-
Metabolic characteristics of long-lived mice
-
Bartke A, Westbrook R. Metabolic characteristics of long-lived mice. Front Genet. 2012;3:288.
-
(2012)
Front Genet
, vol.3
, pp. 288
-
-
Bartke, A.1
Westbrook, R.2
-
27
-
-
84885406462
-
Prevention of neuromusculoskeletal frailty in slow-aging ames dwarf mice: longitudinal investigation of interaction of longevity genes and caloric restriction
-
Arum O, Rasche ZA, Rickman DJ, Bartke A. Prevention of neuromusculoskeletal frailty in slow-aging ames dwarf mice: longitudinal investigation of interaction of longevity genes and caloric restriction. PLoS One. 2013;8:e72255.
-
(2013)
PLoS One
, vol.8
-
-
Arum, O.1
Rasche, Z.A.2
Rickman, D.J.3
Bartke, A.4
-
28
-
-
65549122452
-
Insulin sensitivity as a key mediator of growth hormone actions on longevity
-
Masternak MM, Panici JA, Bonkowski MS, Hughes LF, Bartke A. Insulin sensitivity as a key mediator of growth hormone actions on longevity. J Gerontol A Biol Sci Med Sci. 2009;64:516-21.
-
(2009)
J Gerontol A Biol Sci Med Sci
, vol.64
, pp. 516-521
-
-
Masternak, M.M.1
Panici, J.A.2
Bonkowski, M.S.3
Hughes, L.F.4
Bartke, A.5
-
29
-
-
84864021710
-
Rapamycin slows aging in mice
-
Wilkinson JE, Burmeister L, Brooks SV, Chan C-C, Friedline S, Harrison DE, et al. Rapamycin slows aging in mice. Aging Cell. 2012;11:675-82.
-
(2012)
Aging Cell
, vol.11
, pp. 675-682
-
-
Wilkinson, J.E.1
Burmeister, L.2
Brooks, S.V.3
Chan, C.-C.4
Friedline, S.5
Harrison, D.E.6
-
30
-
-
84859117806
-
Rapamycin-induced insulin resistance is mediated by mTORC2 loss and uncoupled from longevity
-
Lamming DW, Ye L, Katajisto P, Goncalves MD, Saitoh M, Stevens DM, et al. Rapamycin-induced insulin resistance is mediated by mTORC2 loss and uncoupled from longevity. Science. 2012;335:1638-43.
-
(2012)
Science
, vol.335
, pp. 1638-1643
-
-
Lamming, D.W.1
Ye, L.2
Katajisto, P.3
Goncalves, M.D.4
Saitoh, M.5
Stevens, D.M.6
-
31
-
-
84947028056
-
Reconfiguration of DNA methylation in aging
-
Zampieri M, Ciccarone F, Calabrese R, Franceschi C, Bürkle A, Caiafa P. Reconfiguration of DNA methylation in aging. Mech Ageing Dev. 2015;151:60-70.
-
(2015)
Mech Ageing Dev
, vol.151
, pp. 60-70
-
-
Zampieri, M.1
Ciccarone, F.2
Calabrese, R.3
Franceschi, C.4
Bürkle, A.5
Caiafa, P.6
-
32
-
-
84879537717
-
Continuous aging of the human DNA methylome throughout the human lifespan
-
Johansson A, Enroth S, Gyllensten U. Continuous aging of the human DNA methylome throughout the human lifespan. PLoS One. 2013;8:e67378.
-
(2013)
PLoS One
, vol.8
-
-
Johansson, A.1
Enroth, S.2
Gyllensten, U.3
-
33
-
-
79251600254
-
Progressive age-dependent DNA methylation changes start before adulthood in mouse tissues
-
Takasugi M. Progressive age-dependent DNA methylation changes start before adulthood in mouse tissues. Mech Ageing Dev. 2011;132:65-71.
-
(2011)
Mech Ageing Dev
, vol.132
, pp. 65-71
-
-
Takasugi, M.1
-
34
-
-
0025117953
-
An attempt at a rational classification of theories of ageing
-
Medvedev ZA. An attempt at a rational classification of theories of ageing. Biol Rev Camb Philos Soc. 1990;65:375-98.
-
(1990)
Biol Rev Camb Philos Soc
, vol.65
, pp. 375-398
-
-
Medvedev, Z.A.1
-
35
-
-
84878864199
-
The hallmarks of aging
-
Lopez-Otin C, Blasco MA, Partridge L, Serrano M, Kroemer G. The hallmarks of aging. Cell. 2013;153:1194-217.
-
(2013)
Cell
, vol.153
, pp. 1194-1217
-
-
Lopez-Otin, C.1
Blasco, M.A.2
Partridge, L.3
Serrano, M.4
Kroemer, G.5
-
36
-
-
84923804522
-
MethylC-seq library preparation for base-resolution whole-genome bisulfite sequencing
-
Urich MA, Nery JR, Lister R, Schmitz RJ, Ecker JR. MethylC-seq library preparation for base-resolution whole-genome bisulfite sequencing. Nat Protoc. 2015;10:475-83.
-
(2015)
Nat Protoc
, vol.10
, pp. 475-483
-
-
Urich, M.A.1
Nery, J.R.2
Lister, R.3
Schmitz, R.J.4
Ecker, J.R.5
-
37
-
-
85049949003
-
Babraham Bioinformatics - Trim Galore!
-
Babraham Bioinformatics - Trim Galore! http://www.bioinformatics.babraham.ac.uk/projects/trim_galore/. Accessed 17 Dec 2016.
-
-
-
-
38
-
-
33644874573
-
The UCSC Genome Browser Database: update 2006
-
Hinrichs AS, Karolchik D, Baertsch R, Barber GP, Bejerano G, Clawson H, et al. The UCSC Genome Browser Database: update 2006. Nucleic Acids Res. 2006;34:D590-8.
-
(2006)
Nucleic Acids Res
, vol.34
, pp. D590-D598
-
-
Hinrichs, A.S.1
Karolchik, D.2
Baertsch, R.3
Barber, G.P.4
Bejerano, G.5
Clawson, H.6
-
39
-
-
62349130698
-
Ultrafast and memory-efficient alignment of short DNA sequences to the human genome
-
Langmead B, Trapnell C, Pop M, Salzberg SL. Ultrafast and memory-efficient alignment of short DNA sequences to the human genome. Genome Biol. 2009;10:R25.
-
(2009)
Genome Biol
, vol.10
, pp. R25
-
-
Langmead, B.1
Trapnell, C.2
Pop, M.3
Salzberg, S.L.4
-
40
-
-
79957868920
-
Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications
-
Krueger F, Andrews SR. Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications. Bioinformatics. 2011;27:1571-2.
-
(2011)
Bioinformatics
, vol.27
, pp. 1571-1572
-
-
Krueger, F.1
Andrews, S.R.2
-
41
-
-
84874271270
-
NCBI GEO: archive for functional genomics data sets--update
-
Barrett T, Wilhite SE, Ledoux P, Evangelista C, Kim IF, Tomashevsky M, et al. NCBI GEO: archive for functional genomics data sets--update. Nucleic Acids Res. 2013;41:D991-5.
-
(2013)
Nucleic Acids Res
, vol.41
, pp. D991-D995
-
-
Barrett, T.1
Wilhite, S.E.2
Ledoux, P.3
Evangelista, C.4
Kim, I.F.5
Tomashevsky, M.6
-
42
-
-
84896977320
-
Maternal nutrition induces pervasive gene expression changes but no detectable DNA methylation differences in the liver of adult offspring
-
Cannon MV, Buchner DA, Hester J, Miller H, Sehayek E, Nadeau JH, et al. Maternal nutrition induces pervasive gene expression changes but no detectable DNA methylation differences in the liver of adult offspring. PLoS One. 2014;9:e90335.
-
(2014)
PLoS One
, vol.9
-
-
Cannon, M.V.1
Buchner, D.A.2
Hester, J.3
Miller, H.4
Sehayek, E.5
Nadeau, J.H.6
-
43
-
-
84930581904
-
Epigenome-wide association of liver methylation patterns and complex metabolic traits in mice
-
Orozco LD, Morselli M, Rubbi L, Guo W, Go J, Shi H, et al. Epigenome-wide association of liver methylation patterns and complex metabolic traits in mice. Cell Metab. 2015;21:905-17.
-
(2015)
Cell Metab
, vol.21
, pp. 905-917
-
-
Orozco, L.D.1
Morselli, M.2
Rubbi, L.3
Guo, W.4
Go, J.5
Shi, H.6
-
44
-
-
84976870685
-
Ensembl 2016
-
Yates A, Akanni W, Amode MR, Barrell D, Billis K, Carvalho-Silva D, et al. Ensembl 2016. Nucleic Acids Res. 2016;44:D710-6.
-
(2016)
Nucleic Acids Res
, vol.44
, pp. D710-D716
-
-
Yates, A.1
Akanni, W.2
Amode, M.R.3
Barrell, D.4
Billis, K.5
Carvalho-Silva, D.6
-
45
-
-
84859210032
-
Fast gapped-read alignment with Bowtie 2
-
Langmead B, Salzberg SL. Fast gapped-read alignment with Bowtie 2. Nat Methods. 2012;9:357-9.
-
(2012)
Nat Methods
, vol.9
, pp. 357-359
-
-
Langmead, B.1
Salzberg, S.L.2
-
46
-
-
84897548625
-
Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays
-
Aryee MJ, Jaffe AE, Corrada-Bravo H, Ladd-Acosta C, Feinberg AP, Hansen KD, et al. Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays. Bioinformatics. 2014;30:1363-9.
-
(2014)
Bioinformatics
, vol.30
, pp. 1363-1369
-
-
Aryee, M.J.1
Jaffe, A.E.2
Corrada-Bravo, H.3
Ladd-Acosta, C.4
Feinberg, A.P.5
Hansen, K.D.6
-
48
-
-
84872564830
-
A beta-mixture quantile normalization method for correcting probe design bias in Illumina Infinium 450 k DNA methylation data
-
Teschendorff AE, Marabita F, Lechner M, Bartlett T, Tegner J, Gomez-Cabrero D, et al. A beta-mixture quantile normalization method for correcting probe design bias in Illumina Infinium 450 k DNA methylation data. Bioinformatics. 2013;29:189-96.
-
(2013)
Bioinformatics
, vol.29
, pp. 189-196
-
-
Teschendorff, A.E.1
Marabita, F.2
Lechner, M.3
Bartlett, T.4
Tegner, J.5
Gomez-Cabrero, D.6
-
49
-
-
77951770756
-
BEDTools: a flexible suite of utilities for comparing genomic features
-
Quinlan AR, Hall IM. BEDTools: a flexible suite of utilities for comparing genomic features. Bioinformatics. 2010;26:841-2.
-
(2010)
Bioinformatics
, vol.26
, pp. 841-842
-
-
Quinlan, A.R.1
Hall, I.M.2
-
50
-
-
84875945705
-
ENCODE data in the UCSC Genome Browser: year 5 update
-
Rosenbloom KR, Sloan CA, Malladi VS, Dreszer TR, Learned K, Kirkup VM, et al. ENCODE data in the UCSC Genome Browser: year 5 update. Nucleic Acids Res. 2013;41:D56-63.
-
(2013)
Nucleic Acids Res
, vol.41
, pp. D56-63
-
-
Rosenbloom, K.R.1
Sloan, C.A.2
Malladi, V.S.3
Dreszer, T.R.4
Learned, K.5
Kirkup, V.M.6
-
51
-
-
84946100079
-
The UCSC Genome Browser database: 2015 update
-
Rosenbloom KR, Armstrong J, Barber GP, Casper J, Clawson H, Diekhans M, et al. The UCSC Genome Browser database: 2015 update. Nucleic Acids Res. 2015;43:D670-81.
-
(2015)
Nucleic Acids Res
, vol.43
, pp. D670-D681
-
-
Rosenbloom, K.R.1
Armstrong, J.2
Barber, G.P.3
Casper, J.4
Clawson, H.5
Diekhans, M.6
-
52
-
-
80555140075
-
Scikit-learn: machine learning in Python
-
Pedregosa F, Varoquaux G, Gramfort A, Michel V, Thirion B, Grisel O, et al. Scikit-learn: machine learning in Python. J Mach Learn Res. 2011;12:2825-30.
-
(2011)
J Mach Learn Res
, vol.12
, pp. 2825-2830
-
-
Pedregosa, F.1
Varoquaux, G.2
Gramfort, A.3
Michel, V.4
Thirion, B.5
Grisel, O.6
-
53
-
-
23744500479
-
SciPy: Open Source Scientific Tools for Python.
-
Jones E, Oliphant E, Peterson P, et al. SciPy: Open Source Scientific Tools for Python. 2001. http://www.scipy.org/. Accessed 12 Jan 2016.
-
(2001)
-
-
Jones, E.1
Oliphant, E.2
Peterson, P.3
-
54
-
-
84951294736
-
seaborn: v0.5.0 (November 2014).
-
ZENODO; 2014
-
Waskom M, Botvinnik O, Hobson P, Cole JB, Halchenko Y, Hoyer S, et al. seaborn: v0.5.0 (November 2014). ZENODO; 2014. http://zenodo.org/record/12710.
-
-
-
Waskom, M.1
Botvinnik, O.2
Hobson, P.3
Cole, J.B.4
Halchenko, Y.5
Hoyer, S.6
|