{"repo":"usnistgov/SDNist","free":true,"listed":false,"github":"https://github.com/usnistgov/SDNist","clone":"git clone https://github.com/usnistgov/SDNist.git","description":"SDNist: Benchmark data and evaluation tools for data synthesizers.","language":"HTML","stars":44,"topics":["python3","synthetic-data","synthetic-data-generator","privacy","dataset","differential-privacy","python"],"license":null,"category":"analytics","readme_excerpt":"SDNist v2.5: Deidentified Data Report Tool SDNist is the official software package for engaging in the NIST Collaborative Research Cycle Welcome! SDNist is a python package that provides benchmark data and evaluation metrics for deidentified data generators. This version of SDNist only supports using the NIST ACS Data Excerpts, a geographically partitioned, limited feature data set. Future versions of SDNist will be extended to support additional NIST Excerpt Benchmark data sets. The deidentified data report evaluates utility and privacy of a given deidentified dataset and generates a summary quality report with performance of a deidentified dataset enumerated and illustrated for each utility and privacy metric. Preview sample reports produced by the tool here. This tool is being actively developed. Please (raise an Issue)[https://github.com/usnistgov/SDNist/issues] if you catch a bug or would like have feature suggestions. Project Team Karan Bhagat , Knexus Research - Developer sdnist.report package Damon Streat , Knexus Research - Developer Christine Task , Knexus Research - Project technical lead Gary Howarth , NIST - Project PI gary.howarth@nist.gov Acknowledgements SDNist v2 grew from SDNist v1, developed in partnership with Saurus Technologies under CRADA CN-21-0143. Reporting Issues Help us improve the package and this guide by reporting issues here. Temporal Map Challenge Environment SDNist v2.0 and above does not support the Temporal Map Challenge environment. To run","default_branch":null,"files":null,"tree":[],"storefront":"/r/usnistgov","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/usnistgov/SDNist/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}