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Generate synthetic data

add_concentration()
Add concentrations
add_data_replicates()
Add data replicates
add_day0_data()
Add data with day 0
create_synthetic_cell_lines()
Create data.table with synthetic cell lines
create_synthetic_drugs()
Create data.table with synthetic drugs

Generate synthetic results

generate_e_inf()
Calculate E inf metric
generate_ec50()
Calculate EC50 metric
generate_hill_coef()
Generate hill coefficient
generate_response_data()
Generate response data

Generate test data

get_test_dataset_paths()
get_test_dataset_paths
prepareCodilutionData()
prepareCodilutionData
prepareComboMergedData()
prepareComboMergedData
prepareData()
prepareData
prepareMergedData()
prepareMergedData

Examples of real data

DepMap_CRISPRGeneEffect
CRISPR Gene Effect Scores
DepMap_Model
DepMap Models (Cell Line Metadata)
DepMap_OmicsCNGene
Copy Number Variation (CNV)
DepMap_OmicsExpressionProteinCodingGenesTPMLogp1
Gene Expression (Log2 TPM)
DepMap_OmicsSomaticMutationsMatrixDamaging
Somatic Mutations (Damaging)
DepMap_OmicsSomaticMutationsMatrixHotspot
Somatic Mutations (Hotspot)
PRISMBroadScreen_Hagenbeek_NatComm_2026
PRISM Broad Screen Cancer Cell Line Viability Dataset