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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This resource provides identifiers for listed hazardous wastes which are substances explicitly identified due to their potential harm to human health and the environment. These are categorized into four groups (F, K, P, and U) based on specific criteria, such as their source or inherent properties.

Collection of European paediatric cardiac coding files

EPOS-DCAT-AP is an extension of the DCAT Application Profile for Research Infrastructures in Environmental and the solid-Earth domains.

A metadata stadnard to model data science training materials. Later, was replaced by Bioschemas' [training materials specification](http://bioschemas.org/specifications/TrainingMaterial/specification/).

The European Skills, Competences, Qualifications and Occupations (ESCO) International Standard Classification of Occupations (ISCO).

The ontology of the taxonomy "European Skills, Competences, qualifications and Occupations". The ontology considers three ESCO pillars (or taxonomy) and 2 registers. The three pillars are: 1) Occupation, 2) Skill (and competences), and 3) Qualification

The ESCO occupations pillar is built on ISCO-08 which serves as its hierarchical structure. ISCO-08 provides the top four levels for the occupations pillar and ESCO occupations are located at level 5 and lower. In ESCO, each occupation is mapped to exactly one ISCO-08 code. [from homepage]

A vocabulary of knowledge, skills and competences relevant to the European labour market. In ESCO v1.2.0, the skills pillar is structured in a hierarchy which contains the following four sub-classifications: 1) Knowledge, 2) Language skills and knowledge, 3) Skills, and 4) Transversal skills. [adapted from homepage]

Datasets published by the Publications Office of the European Union

EUbOPEN is a project focusing on organizing chemogenic library collections, advancing chemical probe discovery, profiling bioactive compounds, and making project data more accessible.

EuroFir (European Food Information Resource Network), the world-leading European Network of Excellence on Food Composition Databank systems, is a partnership between 48 universities, research institutes and small-to-medium sized enterprises (SMEs) from 25 European countries.

European Science Vocabulary (EuroSciVoc) is the taxonomy of fields of science based on OECD's 2015 Frascati Manual taxonomy. It was extended with fields of science categories extracted from CORDIS content through a semi-automatic process developed with Natural Language Processing (NLP) techniques. (from homepage)

The Euvoc ontology, published by the Publications Office of the European Union, supports the development of authority tables (Name Authority Lists or NALs), Eurovoc and EU corporate datasets. It contains a set of classes and properties enabling all the information to be expressed in multilingual format. It helps define relationships between terms and concepts across multiple domains, supporting interoperability and standardization across European Union documentation and databases. It also defines a set a commonly use properties (i.e: start date, end dates, status), and supports the reusability on common data (currencies, languages, countries). The Euvoc ontology is maintained by the Publications Office of the European Union and disseminated on the EU Vocabularies website.

EuroVoc is the EU's multilingual and multidisciplinary thesaurus. It contains keywords, organized in 21 domains and 127 sub-domains, which are used to describe the content of documents in EUR-Lex. [from homepage]

An open, community-driven registry of conference and event venues. EVR assigns persistent identifiers (PIDs) to make referencing venues FAIR. This is similar to how ORCID assigns PIDs to researchers and ROR assigns PIDs to research organizations. This benefits researchers assembling information about in-person conferences and events by enabling them to refer in an unambiguous way to the venue where it takes place. This repository follows the [Open Data, Open Code, Open Infrastructure (O3) principles](https://www.nature.com/articles/s41597-024-03406-w), meaning that the data and code are all in one repository that anyone can contribute to.

A wikibase for linguistic knowledge

An organization in FAIRsharing, including universities, labs, etc.

A user of FAIRsharing

It is a simple ontology to describe sequence feature positions and regions as found in GFF3, DBBJ, EMBL, GenBank files, UniProt, and many other bioinformatics resources

Functional annotations of genomes for studying gene regulation, with a primary focus on cis-regulatory elements (CREs) such as promoters and enhancers.