Find open-source science resources

A directory of tools, AI models, datasets, and research resources for biotech, bioinformatics, and other scientific fields. Aggregated from curated GitHub awesome-lists, HuggingFace, bio.tools, Bioconductor, and more.

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Legacy disease classes that later became MONDO

The Diseases Database is a cross-referenced index of human disease, medications, symptoms, signs, abnormal investigation findings etc. This site provides a medical textbook-like index and search portal covering areas including: internal medical disorders, symptoms and signs, congenital and inherited disorders, infectious diseases and organisms, drugs and medications, common haematology and biochemistry investigation abnormalities.

A vector, derived from a specific gene, that can be purchased from DNASU

A specific vector technology

Assigns persistent identifiers to multidisciplinary research outputs with focus on research originating in Africa, such as in cultural heritage and indigenous knowledge.

A user in DockerHub

The DOME registry is a curated set of papers related to machine learning methods in biology, each with its own unique DOME identifier.

Identifiers repesent antimicrobial peptides in the Data Repository of Antimicrobial Peptides (DRAMP) database which is an open-access, manually curated database of antimicrobial peptides (AMPs).

Dutch Research Council file numbers are used for approved grants.

The German Clinical Trials Register (DRKS) is the German WHO primary registry. It is competent for the registration of all patient-oriented clinical trials conducted in Germany. The DRKS now contains well over 14,000 studies. Currently, around 2,000 studies are added annually. (from website)

Close to 5K Categorizations for drugs, similar to ATCC.

Indications and other conditions in drugbank

Reactions in drugbank

DrugBank is a web-enabled database containing comprehensive molecular information about drugs, their mechanisms, their interactions and their targets.

DrugCentral provides information on active ingredients chemical entities, pharmaceutical products, drug mode of action, indications, pharmacologic action.