Showing 18 open source projects for "user"

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  • 1
    CTGAN

    CTGAN

    Conditional GAN for generating synthetic tabular data

    CTGAN is a collection of Deep Learning based synthetic data generators for single table data, which are able to learn from real data and generate synthetic data with high fidelity. If you're just getting started with synthetic data, we recommend installing the SDV library which provides user-friendly APIs for accessing CTGAN. The SDV library provides wrappers for preprocessing your data as well as additional usability features like constraints. When using the CTGAN library directly, you may need to manually preprocess your data into the correct format, for example, continuous data must be represented as floats. Discrete data must be represented as ints or strings. ...
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  • 2
    Synthetic Data Vault (SDV)

    Synthetic Data Vault (SDV)

    Synthetic Data Generation for tabular, relational and time series data

    The Synthetic Data Vault (SDV) is a Synthetic Data Generation ecosystem of libraries that allows users to easily learn single-table, multi-table and timeseries datasets to later on generate new Synthetic Data that has the same format and statistical properties as the original dataset. Synthetic data can then be used to supplement, augment and in some cases replace real data when training Machine Learning models. Additionally, it enables the testing of Machine Learning or other data dependent...
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  • 3
    Twinify

    Twinify

    Privacy-preserving generation of a synthetic twin to a data set

    twinify is a software package for the privacy-preserving generation of a synthetic twin to a given sensitive tabular data set. On a high level, twinify follows the differentially private data-sharing process introduced by Jälkö et al.. Depending on the nature of your data, twinify implements either the NAPSU-MQ approach described by Räisä et al. or finds an approximate parameter posterior for any probabilistic model you formulated using differentially private variational inference (DPVI)....
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  • 4
    TDG - Test data generator

    TDG - Test data generator

    Test dataset generator with export options to database, csv and json

    An utility capable of producing simple datasets with test data with accordance to user-provided patterns and settings. Datasets can be afterwards exported to JSON and CSV files as well as to database table. At moment, SQL Server and PostgreSQL export providers implemented.
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  • MongoDB Atlas runs apps anywhere Icon
    MongoDB Atlas runs apps anywhere

    Deploy in 115+ regions with the modern database for every enterprise.

    MongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.
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  • 5
    DBFeeder

    DBFeeder

    Highly Customizable Test Data Generator

    DBFeeder is a great tool to generate synthetic testdata for Oracle Databases and it is ideal for companies who wants to outsource development. Thanks to his original approach, data can be highly customizable and it even fits primary and foreign keys constraints of tables.
    Downloads: 0 This Week
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  • 6
    nITROGEN
    Internet of Things RandOm GENerator
    Downloads: 0 This Week
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  • 7
    Synthetic Mixed Data Generator
    A Synthetic Data Generator for producing mixed datasets described by relevant, irrelevant, and redundant features.
    Downloads: 0 This Week
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  • 8

    rpackage conjurer

    Synthetic data generation using R

    Builds synthetic data applicable across multiple domains. This package also provides flexibility to control data distribution to make it relevant to many industry examples.
    Downloads: 0 This Week
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  • 9
    benerator is a framework for creating realistic and valid high-volume test data, used for load and performance testing and showcase setup. Data is generated from an easily configurable metadata model and exported to databases, XML, CSV or flat files.
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    Downloads: 1 This Week
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    One App to Replace Your Entire SaaS Stack

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  • 10

    Test data generator

    Random test data generator

    It's a free portable win32 application to generate random test data, with support of only even or only odd numbers. It's easy to test your code on large amount of data. For test integers than 10000 it directly copies the test data to clipboard and for greater amount of data it creates a TXT file in d:\ path.
    Downloads: 0 This Week
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  • 11
    Ava: Testdata Xsl

    Ava: Testdata Xsl

    generates Testdata on base of excel: creates xml,excel,csv,html,sql,+

    ...This tool is hightly paramatrisazable by the use of 'xsl scripts'. data can be created, updated, modified and finally exported in a format of your choice Main Fuctions: (1) Generates Testdata (excel, xsl, xml) (2) Exports generated testdata in multiple formats (csv, excel, html, sql-insert, individual by xsl extension) (3) Collect all processed data in excel-files (4) plus: Xsl Executor, which let's you run xsl-scripts independently (5) plus: User Interface
    Downloads: 0 This Week
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  • 12
    DATA Gen™

    DATA Gen™

    DATA Gen™ - Test Data Generator to generate realistic test data.

    DATA Gen™ Test Data Generator offers facilities to automate the task of creating test data for new or existing data bases. It helps lower the programming effort required, while reducing manual test data generation errors and the ripple effect that they cause on production systems, users and maintenance.
    Downloads: 0 This Week
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  • 13
    This software allows for a user to generate test data. This is useful for testing Hadoop or other data processing clusters.
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  • 14
    DaGen is a test data generator for various databases like SQL Server,Oracle,MySQL.
    Downloads: 0 This Week
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  • 15
    Generates configurable datasets which emulate user transactions. Modified to compile in VS 2008, and run in Windows. Original files seemingly no longer available through IBM, but mirrored here: http://www.cs.loyola.edu/~cgiannel/assoc_gen.html .
    Downloads: 2 This Week
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  • 16
    JRandO is a test data generator or better test object generator framework. It can be used in JUnit tests or in performance test (for e.g. using JMeter). It may also be useful in anonymization of data or in a simulation environment.
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  • 17
    Sample code for JRandO project. (testdata generator, test data generator, test object generator, simulation)
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  • 18
    Platform independent, flexible, easy-to-use and free test data generator for database developers and testers, written in pure Java.
    Downloads: 0 This Week
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