Datasets

77 datasets · showing 77
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Published

Table of Contents - Dataset Description - Dataset Summary - Supported Tasks and Leaderboards - Languages - Dataset Structure - Data Instances - Data Fields -…

Literature

Table of Contents - Dataset Description - Dataset Summary - Supported Tasks - Languages - Dataset Structure - Data Instances - Data Fields - Data Splits -…

Clinical

Original dataset introduced by Jin et al.

Clinical

Homepage: http://www.biocreative.org/tasks/biocreative-v/track-3-cdr/ - Pubmed: True - Public: True - Tasks:

Literature

BBBP (Blood-Brain Barrier Penetration) dataset [[1]](1), part of MoleculeNet [[2]](2) benchmark.

Chemistry

The dataset is organized into 3 folders (train, test, val) and contains subfolders for each image category (Pneumonia/Normal).

Imaging

Homepage: https://github.com/pubmedqa/pubmedqa - Pubmed: True - Public: True - Tasks:

Literature

Dataset artifact mirrored from the HuggingFace Hub.

Literature

Dataset artifact mirrored from the HuggingFace Hub.

Literature

Dataset artifact mirrored from the HuggingFace Hub.

Clinical

This dataset was scrapped from the MedQuAD repository and then converted to a csv file.

Unknown

MACCROBAT-biomedical-ner This data is the same data from here, the only difference is that it has been converted into the Huggingface dataset format.

Clinical

1 Source Source:

Literature

Table of Contents - Table of Contents - Dataset Description - Dataset Summary - Supported Tasks and Leaderboards - Languages - Dataset Structure - Data…

Clinical

Dataset artifact mirrored from the HuggingFace Hub.

Unknown

Dataset artifact mirrored from the HuggingFace Hub.

Protein

Dataset artifact mirrored from the HuggingFace Hub.

Imaging

Dataset artifact mirrored from the HuggingFace Hub.

Imaging

Dataset artifact mirrored from the HuggingFace Hub.

Clinical

dataRAD veri seti, radyoloji görüntüleri üzerinde görsel soru-cevaplama (VQA) araştırmaları yapmak amacıyla Türkçeye çevrilmiş ve LLaVa mimarisiyle uyumlu…

Unknown

Dataset for whole-bacterial genomes clustering (Protein

Protein

Dataset for phenotypic traits prediction from whole-bacterial genomes (protein

Protein

Dataset for essential genes prediction in bacterial genomes (Protein

Unknown

Dataset artifact mirrored from the HuggingFace Hub.

Clinical

Description Gold standard annotations for profession detection in Spanish COVID-19 tweets The entire corpus contains 10,000 annotated tweets.

Literature

ProteinGym is a benchmark suite for evaluating protein fitness prediction and design models.

Protein

Dataset artifact mirrored from the HuggingFace Hub.

Protein

Complete UniRef90 dataset from UniProt, converted from XML to sharded Parquet.

Protein

Dataset Card for Dataset Name The nucleotidetransformerdownstreamtasks dataset features the 18 downstream tasks presented in the Nucleotide Transformer paper.

Genomics

Repository: Nucleotide Transformer - Paper: The Nucleotide Transformer: Building and Evaluating Robust Foundation Models for Human

Genomics

Dataset artifact mirrored from the HuggingFace Hub.

Genomics

OpenGenome2 is a database of nearly 9 trillion base pairs of curated DNA from across all domains of life.

Genomics

Tahoe-100M Tahoe-100M is a giga-scale single-cell perturbation atlas consisting of over 100 million transcriptomic profiles from 50 cancer cell lines exposed…

Single-cell

HIV dataset [[1]](1), part of MoleculeNet [[2]](2) benchmark.

Chemistry

Tox21 dataset [[1]](1), part of MoleculeNet [[2]](2) benchmark.

Chemistry

Load and return the ClinTox dataset, part of MoleculeNet [[1]](1) benchmark.

Chemistry

ESOL (Estimated SOLubility) dataset [[1]](1), part of MoleculeNet [[2]](2) benchmark.

Chemistry

To accompany OpenPhenom, Recursion is releasing the RxRx3-core dataset, a challenge dataset in phenomics optimized for the research community.

Imaging

Dataset artifact mirrored from the HuggingFace Hub.

Clinical

Dataset for antibiotic resistance prediction from whole-bacterial genomes (protein

Protein

Dataset Overview This dataset features the 8 evaluation tasks presented in the AgroNT (A Foundational Large Language Model for Edible Plant Genomes) paper.

Genomics

Dataset artifact mirrored from the HuggingFace Hub.

Genomics

[!IMPORTANT] The pdb-rnasecondarystructure dataset is in beta test.

RNA

Dataset artifact mirrored from the HuggingFace Hub.

RNA

Dataset artifact mirrored from the HuggingFace Hub.

Single-cell

Dataset artifact mirrored from the HuggingFace Hub.

Imaging

Official repository for the ProteinGym benchmarks

Protein

A collection of tasks to probe the effectiveness of protein sequence representations in modeling aspects of protein design

Protein

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein…

Protein

PEER Benchmark, appear at NeurIPS 2022 Dataset and Benchmark Track (https://arxiv.org/abs/2206.02096)

Protein

Plausibility checks for generated molecule poses.

Protein

Benchmarking DNA Language Models on Biologically Meaningful Tasks

Genomics

CZ CELLxGENE Discover Census

Single-cell

Formalizing and benchmarking open problems in single-cell genomics

Single-cell

cz-benchmarks is a package for standardized evaluation and comparison of machine learning models for biological applications.

Single-cell

Therapeutics Commons (TDC): Multimodal Foundation for Therapeutic Science

Chemistry

Foster the development of impactful AI models in drug discovery.

Chemistry

Benchmark datasets, data loaders, and evaluators for graph machine learning

Chemistry

Images and other data from the JUMP Cell Painting Consortium

Imaging

The Protein Data Bank is the single worldwide archive of structural data of biological macromolecules.

Protein

The UniProt Knowledgebase (UniProtKB) is a comprehensive resource for protein sequence and functional information with extensive cross-references to more than…

Protein

The ENCODE Consortium is integrating multiple technologies and approaches in a collective effort to discover and define the functional elements encoded in the…

Genomics

The Genotype-Tissue Expression (GTEx) project aims to provide to the scientific community a resource with which to study human gene expression and regulation…

Genomics

The database of Genotypes and Phenotypes (dbGaP) archives and distributes the results of studies that have investigated the interaction of genotype and…

Genomics

The Rfam database is a collection of RNA families, each represented by multiple sequence alignments, consensus secondary structures and covariance models (CMs).

RNA

RNAcentral is a public resource that offers integrated access to a comprehensive and up-to-date set of non-coding RNA sequences provided by a collaborating…

RNA

ChEMBL is a database of bioactive compounds, their quantitative properties and bioactivities (binding constants, pharmacology and ADMET, etc).

Chemistry

PubChem provides information on the biological activities of small molecules.

Chemistry

BindingDB is the first public database of protein-small molecule affinity data.

Chemistry

Image Data Resource (IDR) is an online, public data repository that seeks to store, integrate and serve image datasets from published scientific studies.

Imaging

The BioStudies database holds descriptions of biological studies, links to data from these studies in other databases at EMBL-EBI or outside, as well as data…

Imaging

The complete SARS-CoV-2 reference genome and its gene annotation, in two files small enough to open in a browser.

Genomics

The training corpus of Fully Open Meditron (EPFL, LiGHT laboratory): about 601k examples ( 150M tokens) for supervised fine-tuning of clinical LLMs.

Clinical

Synapse is a collaborative, open-source research platform that allows teams to share data, track analyses, and collaborate.

Genomics

The public demonstration datasets 10x Genomics publishes for its platforms: single-cell gene expression, immune profiling, ATAC and multiome (Chromium), and…

Single-cell
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