Repository Index

Synthetic data generators for tabular and time-series data

• gan-architectures
• gan
• deep-learning
• synthetic-data

Faker refactored.

Simple and powerful factories for mock data generation

• pydantic
• python
• dataclasses
• starlite

The Declarative Data Generator

• rust
• test-data-generator
• synthetic-data
• json

Faker is a pure Elixir library for generating fake data.

• test
• elixir
• faker
• testing

A library that creates fully populated objects for your unit tests.

• java
• testing
• data-generator
• test-automation

Data generation and property-based testing for Elixir. 🔮

• elixir
• property-based-testing
• property-testing
• data-generation

Generate Laravel test factories from your existing models

• laravel
• laravel-5-package

🎯🗯 Dataset generation for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

• chatito
• nlu
• dataset
• nlp

GenFu is a library you can use to generate realistic test data. It is composed of several property fillers that can populate commonly named properties through reflection using an internal database of values or randomly created data. You can override any of the fillers, give GenFu hints on how to fill them.

A model factory library for creating expressive, auto-completable, on-demand dev/test fixtures with Symfony and Doctrine.

• doctrine
• symfony
• test
• fixtures

Java fake data generator

• test-data-generator
• java
• groovy
• android

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

• tabular-data
• gans
• train-dataframe
• adversarial-filtering

A tiny generator of random data for swift

Event data simulator. Generates a stream of pseudo-random events from a set of users, designed to simulate web traffic.

Port of a popular ruby faker gem written in kotlin. Generate realistically looking fake data such as names, addresses, banking details, and many more, that can be used for testing and data anonymization purposes.

• kotlin
• kotlin-library
• testing
• faker

Generator fake objects from a template

C++ Faker library for generating fake (but realistic) data.

• faker
• cpp
• fake-data
• cpp20

AutoParams is a versatile test data generator designed for parameterized tests in Java and Kotlin.

• unit-testing
• tdd
• junit5
• java

Generate random data for MongoDB

• mongodb
• random
• test
• scalability

🔥 JMock is a high-performance data generation and simulation component library implemented in Java.

• functions
• mock
• testing-tools
• dataset

Data generation framework for Elixir

Produces text which, on first glance, looks like real, ponderous, prose; replete with clichés.

A lightweight templating system for generating random data