Software and algorithms
|
|
BayesDeBulk |
Petralia et al.7
|
https://github.com/wanglab-mssm/bayesdebulk
|
ESTIMATE |
Yoshihara et al.83
|
https://bioinformatics.mdanderson.org/estimate/rpackage.html
|
TSNet |
Petralia et al.84
|
https://github.com/petraf01/TSNet
|
GSVA |
Hä nzelmann et al.85
|
https://bioconductor.org/packages/release/bioc/html/GSVA.html
|
ConsensusClusterPlus |
Wilkerson et al.86
|
https://bioconductor.org/packages/release/bioc/html/ConsensusClusterPlus.html
|
ImmuneSubtypeClassifier |
Gibbs et al. 87
|
https://github.com/CRI-iAtlas/ImmuneSubtypeClassifier
|
Enrichr |
Chen et al.88
|
https://maayanlab.cloud/Enrichr/
|
Pamr |
Tibshirani et al. 89
|
https://cran.r-project.org/web/packages/pamr/index.html
|
Glmnet |
Friedman et al.90
|
http://r.meteo.uni.wroc.pl/web/packages/glmnet/glmnet.pdf
|
ClusterProfiler |
Yu et al.91
|
https://bioconductor.org/packages/release/bioc/html/clusterProfiler.html
|
Msigdbr |
Liberzon et al.92
|
https://igordot.github.io/msigdbr/
|
Impute
|
Hastie et al.93
|
https://www.bioconductor.org/packages//2.12/bioc/html/impute.html
|
MatrixeQTL |
Shabalin et al.94
|
https://www.bios.unc.edu/research/genomic_software/Matrix_eQTL/
|
KEA3 |
Kuleshov et al.9
|
https://maayanlab.cloud/kea3/
|
ChEA3 |
Keenan et al.62
|
https://maayanlab.cloud/chea3/
|
Panoptes - TensorFlow (v2) |
Wang et al.11
|
https://github.com/Wenke-Liu/panoptes
|
Panoptes – TensorFlow (v1) |
Hong et al.10
|
https://github.com/rhong3/CPTAC-UCEC
|
Tensorflow |
Abadi et al.95
|
https://www.tensorflow.org
|
Inception |
Szegedy et al.96
|
https://github.com/google/inception
|
InceptionResNet |
Szegedy et al.96
|
https://github.com/tensorflow/models/tree/master/research/slim/nets
|
Keras |
Chollet, F., and others (2015). |
https://keras.io
|
DACT |
Liu et.al.97
|
https://github.com/zhonghualiu/DACT
|
SigComLincs |
Evangelista et al.63
|
https://maayanlab.cloud/sigcom-lincs/
|
DreamAI |
Ma et al.98
|
https://github.com/WangLab-MSSM/DreamAI
|
The Kinase Library |
Johnson et al.8
|
https://kinase-library.phosphosite.org/
|