Photo by DeepMind on Unsplash

UCSC Genome Browser Sequence and Annotations Dataset for Machine Learning

Install DagsHub:

pip install dagshub
Click on copy button to copy content

To stream this data directly on DagsHub

from dagshub.streaming import DagsHubFilesystem

fs = DagsHubFilesystem(".", repo_url="https://test.dagshub.com/DagsHub-Datasets/ucsc-genome-browser-dataset")

fs.listdir("s3://genome-browser")
Click on copy button to copy content

Description

The UCSC Genome Browser is an online graphical viewer for genomes, a genome browser, hosted by the University of California, Santa Cruz (UCSC). The interactive website offers access to genome sequence data from a variety of vertebrate and invertebrate species and major model organisms, integrated with a large collection of aligned annotations. This dataset is a copy of the MySQL tables in MyISAM binary and tab-sep format and all binary files in custom formats, sometimes referred as ‘gbdb’-files. Data from the UCSC Genome Browser is free and open for use by anyone. However, every genome annotation track has been created by an academic research group, or, in a few cases, by commercial companies. Please acknowledge them by citing them. The information can be found by going to https://genome.ucsc.edu, selecting the respective genome assembly and clicking on the data track. At the end of the documentation, we provide a list of references and acknowledgements.

Additional information

Update frequency

Monthly

Managed by

University of California Santa Cruz Genome Institute

Related datasets

Allen Brain Observatory – Visual Coding AWS Public Data Set

Allen Cell Imaging Collections

Biological and Physical Sciences (BPS) Microscopy Benchmark Training Dataset

Cancer Cell Line Encyclopedia (CCLE)

Launch your ML development to new heights with DagsHub

Back to top