Dataset
|
DepMap 2020 Q2 Genome‐wide CRISPR screens |
https://figshare.com/articles/DepMap_20Q2_Public/12280541/4
|
N/A |
|
Meyers et al (2017), Dempster et al (2019b), Data ref: Broad DepMap (2020) |
|
|
|
|
DepMap 2022 Q4 Genome‐wide CRISPR screens |
https://figshare.com/articles/dataset/DepMap_22Q4_Public/21637199/2
|
N/A |
|
Meyers et al (2017), Dempster et al (2019b, 2021), Pacini et al (2021), Data ref: Broad DepMap (2022) |
|
10x Genomics scRNA‐seq gene expression dataset |
https://support.10xgenomics.com/single‐cell‐gene‐expression/datasets/3.0.2/5k_pbmc_v3
|
N/A |
|
Data ref: 10x Genomics (2019) |
|
Software
|
argparse R package v2.0.3 |
https://cran.r‐project.org/web/packages/argparse/index.html
|
N/A |
Davis et al (2023) |
clusterProfiler R package v3.16.1 |
Wu et al (2021) |
N/A |
crfsuite R package v0.4.1 |
https://cran.r‐project.org/web/packages/crfsuite/index.html
|
N/A |
Wijffels et al (2022) |
cvms R package |
https://cran.r‐project.org/web/packages/cvms/index.html
|
N/A |
Olsen et al (2023) |
Cytoscape v3.4.0 |
Shannon et al (2003) |
N/A |
devtools R package v2.4.3 |
https://cran.r‐project.org/web/packages/devtools/index.html
|
N/A |
Wickham et al (2022) |
dplyr R package v1.0.8 |
https://cran.r‐project.org/web/packages/dplyr/index.html
|
N/A |
Wickham et al (2023b) |
FLEX R package |
https://github.com/csbio/FLEX_R
|
N/A |
Rahman et al (2021) |
Generalized least squares (GLS) normalization |
https://github.com/kundajelab/coessentiality
|
N/A |
Wainberg et al (2021) |
ggplot2 R package v3.3.5 |
https://cran.r‐project.org/web/packages/ggplot2/index.html
|
N/A |
Wickham et al (2023a) |
ggthemes R package v4.2.4 |
https://cran.r‐project.org/web/packages/ggthemes/index.html
|
N/A |
Arnold et al (2021) |
gplots R package v3.1.1 |
https://cran.r‐project.org/web/packages/gplots/index.html
|
N/A |
Warnes et al (2022) |
gridExtra R package v2.3 |
https://cran.r‐project.org/web/packages/gridExtra/index.html
|
N/A |
Auguie & Antonov (2017) |
NumPy v1.17.4 |
https://numpy.org/
|
N/A |
Pandas v0.25.1 |
https://zenodo.org/record/8239932
|
N/A |
pheatmap R package v1.0.12 |
https://cran.r‐project.org/web/packages/pheatmap/index.html
|
N/A |
Kolde (2019) |
Python version 3.7.3 |
https://www.python.org/
|
N/A |
PyTorch v1.6.0 |
https://pytorch.org/
|
N/A |
R versions 3.6.3 and 4.1.3 |
https://www.r‐project.org/
|
N/A |
ramify R package v0.3.3 |
https://cran.r‐project.org/web/packages/ramify/index.html
|
N/A |
Greenwell (2016) |
RColorBrewer R package v1.1–3 |
https://cran.r‐project.org/web/packages/RColorBrewer/index.html
|
N/A |
Neuwirth (2022) |
RcppCNPy R package v0.2.11 |
https://cran.r‐project.org/web/packages/RcppCNPy/index.html
|
N/A |
Eddelbuettel & Wu (2022) |
reshape R package v0.8.9 |
https://cran.r‐project.org/web/packages/reshape/index.html
|
N/A |
Wickham (2022a) |
rpca R package v0.2.3 |
https://cran.r‐project.org/web/packages/rpca/index.html
|
N/A |
Candès et al (2011), Sykulski (2015) |
Seurat R package v4.3.0 |
https://cloud.r‐project.org/web/packages/Seurat/index.html
|
N/A |
Hao et al (2021), Butler et al (2023) |
SNFtool R package v2.3.1 |
https://cran.r‐project.org/web/packages/SNFtool/index.html (Wang et al, 2021) |
N/A |
stringi R package v1.7.6 |
https://cran.r‐project.org/web/packages/stringi/index.html
|
N/A |
Gagolewski & Tartanus (2023) |
stringr R package v1.4.0 |
https://cran.r‐project.org/web/packages/stringr/index.html
|
N/A |
Wickham (2022b) |
tidyr R package v1.2.0 |
https://cran.r‐project.org/web/packages/tidyr/index.html
|
N/A |
Wickham et al (2023c) |