Relational Datasets

A repository for storing, versioning, and validating relational datasets.

Links for Further Reading

• A list of all versions is on the GitHub tags page
• A list of all datasets is on the relational-datasets download page
• Descriptions of each dataset are hosted with the relational-datasets documentation, for example: boston_housing overview

Python Interface

relational-datasets is a Python package that assists in loading and downloading data from this repository.

For example, you can load training and test sets for webkb fold-2 with:

# pip install relational-datasets
from relational_datasets import load

train, test = load("webkb", "v0.0.4", fold=2)

Julia Interface

RelationalDatasets.jl is a Julia package that helps load/download data from this repository:

# ] add RelationalDatasets
using RelationalDatasets

train, test = load("webkb", "v0.0.4", fold=2)

Data Versioning and Downloading

Specific Version: Versions of each data archive may be downloaded by sending requests to a url with the following pattern, where {VERSION} represents a tag and {NAME} is the name for a dataset:

https://github.com/srlearn/datasets/releases/download/{VERSION}/{NAME}_{VERSION}.zip

Examples

Download version v0.0.4 of toy_cancer:

curl -L https://github.com/srlearn/datasets/releases/download/v0.0.4/toy_cancer_v0.0.4.zip > toy_cancer_v0.0.4.zip

Download version v0.0.4 of webkb:

curl -L https://github.com/srlearn/datasets/releases/download/v0.0.4/webkb_v0.0.4.zip > webkb_v0.0.4.zip