Processing Data¶

We have downloaded most of the small dataset in the repository.

Drug-Target Binding Benchmark Dataset¶

We list public Drug-Target Binding Benchmark Dataset that is supported by DeepPurpose and corresponding downloading and processing function.

Dataset	downloading and processing Function
BindingDB	download_BindingDB() to download the data and process_BindingDB() to process the data
DAVIS	load_process_DAVIS() to download and process the data
KIBA	load_process_KIBA() to download and process the data

We list public Repurposing Dataset that is supported by DeepPurpose and corresponding downloading and processing function.

Dataset	downloading and processing Function
Curated Antiviral Drugs Library	load_antiviral_drugs() to load and process the data
Broad Repurposing Hub	load_broad_repurposing_hub() downloads and process the data

Dataset	downloading and processing Function
AID1706	load_AID1706_SARS_CoV_3CL() to load and process

Dataset	downloading and processing Function
SARS-CoV 3CL Protease	load_SARS_CoV_Protease_3CL()
SARS-CoV2 3CL Protease	load_SARS_CoV2_Protease_3CL()
SARS_CoV2 RNA Polymerase	load_SARS_CoV2_RNA_polymerase()
SARS-CoV2 Helicase	load_SARS_CoV2_Helicase()
SARS-CoV2 3to5_exonuclease	load_SARS_CoV2_3to5_exonuclease()
SARS-CoV2 endoRNAse	load_SARS_CoV2_endoRNAse()

Technical Details of Function