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Projects: pypi: DataSynthesizer

https://packages.ecosyste.ms/registries/pypi.org/packages/DataSynthesizer

Generate synthetic data that simulate a given dataset.
14 versions
Latest release: over 2 years ago
882 downloads last month

Enhanced Analysis
Educational Contributors: hp354@cs.drexel.edu hp354@drexel.edu hp1326@nyu.edu stoyanovich@drexel.edu
Repository Activity:
Repository Owner: Data, Responsibly (organization)
responsible data management: platform and tools Institutional
README Analysis:
Science Score: 100/100
Starting Score: 100 points
Bonuses:
  • +80 Educational commit emails
    4 contributors with educational email addresses
  • +15 Institutional repository owner
    Repository owned by research institution
  • +4 Science terms in README
    2 scientific terms found in README
Penalties:
  • -10 PyPI ecosystem
    General-purpose ecosystem
  • -15 No science keywords
    No scientific terms found in keywords/classifiers
  • -10 No science terms in description
    No scientific terms found in description
Very Likely Science (100)

Papers Mentioning DataSynthesizer 3

10.1186/s12874-020-00977-1
Generation and evaluation of synthetic patient data
Cited by: 120
Author(s): Alim P. C. Gonçalves, Priyadip Ray, Braden Soper, Jennifer Stevens, Linda Coyle, Ana Paula Sales
Software Mentions: 6
Published: about 6 years ago
10.3389/fnins.2019.00850
Fully Synthetic Longitudinal Real-World Data From Hearing Aid Wearers for Public Health Policy Modeling
Cited by: 11
Author(s): Jeppe Høy Christensen, Niels Henrik Pontoppidan, Rikke Rossing, Marco Anisetti, Doris‐Eva Bamiou, George Spanoudakis, Louisa Murdin, Athanasios Bibas, Dimitris Kikidiks, Nikos Dimakopoulos, Giorgos Giotis, Apostolos Ecomomou
Software Mentions: 1
Published: almost 7 years ago
10.2196/18910
Reliability of Supervised Machine Learning Using Synthetic Data in Health Care: Model to Preserve Privacy for Data Sharing
Cited by: 59
Author(s): Debbie Rankin, Michaela Black, Raymond Bond, Jonathan Wallace, Maurice Mulvenna, Gorka Epelde
Software Mentions: 1
Published: almost 6 years ago