ydata-synthetic
Synthetic data generator
An educational package providing generative models for synthetic data generation.
Synthetic data generators for tabular and time-series data
1k stars
32 watching
235 forks
Language: Jupyter Notebook
last commit: 15 days ago
Linked from 2 awesome lists
datagenerationdatageneratordeep-learninggangan-architecturesgansgenerative-adversarial-networkmachine-learningpython3pytorchsynthetic-datatensorflow2time-seriestimeseriestraining-data
ethicalml/awesome-production-machine-learning
krzjoa/awesome-python-data-scienceRelated projects:
| Repository | Description | Stars |
|---|---|---|
 gretelai/gretel-synthetics | A toolkit for generating synthetic data while preserving differential privacy | 597 |
 dmey/synthia | Software for generating synthetic multivariate data with statistical properties preserved | 57 |
 shuttle-hq/synth | A tool for generating realistic data from a declarative configuration language | 1,387 |
 synthetichealth/synthea | Generates synthetic patient data and associated health records in various formats for testing and simulation purposes. | 2,183 |
 kaeluka/mock-data-gen | A library to generate random data from IO-TS types for testing purposes. | 7 |
 fnozarian/carla-kitti | Generates synthetic data from the CARLA simulator for KITTI 2D/3D Object Detection tasks. | 39 |
 nomemory/mockneat | A powerful data-generation and mocking library for creating realistic data in various formats | 529 |
 hyuunnn/hyara | A plugin for multiple reverse engineering tools to generate YARA rules | 223 |
 nvidia/dataset_synthesizer | Generates synthetic images and associated data for training deep learning models | 573 |
 fakedata-haskell/fakedata | Generates realistic fake data for various purposes such as testing and simulation | 149 |
 pyg-team/pytorch-frame | A deep learning framework for handling heterogeneous tabular data with diverse column types | 543 |
 ollieboyne/blendersynth | A Python library for generating synthetic 3D datasets using Blender with custom features for rich per-pixel information and multiview rendering. | 64 |
 pioz/faker | A tool for generating realistic, customizable fake data and structs for software development. | 92 |
 argilla-io/distilabel | A framework for generating synthetic data and AI feedback to accelerate AI development | 1,650 |
 sdv-dev/sdv | A library for generating synthetic tabular data based on real-world patterns | 2,380 |