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The Top 23 Python Data Generation Open Source Projects

Open source projects categorized as Python Data Generation
Categories > Text Processing > Data Generation
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118most recent commit 3 months agopypi sdv} Downloads
Ctgan ⭐ 1,066
Conditional GAN for generating synthetic tabular data.
dependent packages 16total releases 60most recent commit 3 months agopypi ctgan} Downloads
Openmixup ⭐ 538
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
total releases 1most recent commit 3 months ago
Copulas ⭐ 454
A library to model multivariate data using copulas.
dependent packages 14total releases 46most recent commit 5 months agopypi copulas} Downloads
Deepconvsep ⭐ 397
Deep Convolutional Neural Networks for Musical Source Separation
most recent commit 4 years ago
Genalog ⭐ 243
Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
total releases 3most recent commit a year ago
Dbldatagen ⭐ 234
Generate relevant synthetic data quickly for your projects. The Databricks Labs synthetic data generator (aka `dbldatagen`) may be used to generate large simulated / synthetic data sets for test, POCs, and other uses in Databricks environments including in Delta Live Tables pipelines
total releases 12most recent commit 4 months ago
Be_great ⭐ 207
A novel approach for synthesizing tabular data using pretrained large language models
most recent commit 4 months ago
Pydbgen ⭐ 199
Random dataframe and database table generator
dependent packages 1total releases 3most recent commit 3 years agopypi pydbgen} Downloads
Vgn ⭐ 175
Real-time 6 DOF grasp detection in clutter.
most recent commit 9 months ago
Picka ⭐ 108
pip install picka - Picka is a python based data generation and randomization module which aims to increase coverage by increasing the amount of tests you _dont_ have to write by hand.
total releases 9most recent commit 5 years ago
Sketchcnn ⭐ 79
Robust freeform surface modeling from user 2d sketches.
most recent commit 2 years ago
Imagedataaugmentor ⭐ 77
Custom image data generator for TF Keras that supports the modern augmentation module albumentations
most recent commit 2 years ago
Deepecho ⭐ 75
Synthetic Data Generation for mixed-type, multivariate time series.
dependent packages 6total releases 33most recent commit 5 months agopypi deepecho} Downloads
Kerasgen ⭐ 53
A Keras/Tensorflow compatible image data generator for TripletLoss
total releases 4most recent commit 2 years ago
Jazznet ⭐ 43
jazznet dataset of piano patterns for music audio machine learning research
most recent commit 7 months ago
Hypothesis Graphql ⭐ 39
Generate arbitrary queries matching your GraphQL schema, and use them to verify your backend implementation.
dependent packages 1total releases 23most recent commit 4 months agopypi hypothesis-graphql} Downloads
Private Data Generation ⭐ 32
A toolbox for differentially private data generation
most recent commit 3 years ago
Tvr ⭐ 29
💥 Transformation Driven Visual Reasoning - CVPR 2021
most recent commit a year ago
Noisemix ⭐ 27
NoiseMix - data generation for natural language
total releases 2most recent commit 6 years ago
Trainer ⭐ 27
Simple interface to synthesize complex and highly dimensional datasets using Gretel APIs.
most recent commit 3 months ago
Flexkbqa ⭐ 25
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering
most recent commit 6 months ago
Grade Rr ⭐ 24
GRADE: Generating Animated Dynamic Environments for Robotics Research
most recent commit 7 months ago
The 8 Most Depended On Python Data Generation Open Source Projects
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118latest release December 05, 2023most recent commit 3 months agopypi sdv} Downloads
Ctgan ⭐ 1,066
Conditional GAN for generating synthetic tabular data.
dependent packages 16total releases 60latest release November 13, 2023most recent commit 3 months agopypi ctgan} Downloads
Copulas ⭐ 454
A library to model multivariate data using copulas.
dependent packages 14total releases 46latest release November 13, 2023most recent commit 5 months agopypi copulas} Downloads
Deepecho ⭐ 75
Synthetic Data Generation for mixed-type, multivariate time series.
dependent packages 6total releases 33latest release November 13, 2023most recent commit 5 months agopypi deepecho} Downloads
Hypothesis Graphql ⭐ 39
Generate arbitrary queries matching your GraphQL schema, and use them to verify your backend implementation.
dependent packages 1total releases 23latest release November 29, 2023most recent commit 4 months agopypi hypothesis-graphql} Downloads
Pydbgen ⭐ 199
Random dataframe and database table generator
dependent packages 1total releases 3latest release March 11, 2018most recent commit 3 years agopypi pydbgen} Downloads
Synthia ⭐ 22
📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python
dependent packages 1total releases 6latest release September 01, 2021most recent commit 2 years agopypi synthia} Downloads
Edo ⭐ 6
A library for generating artificial datasets through genetic evolution.
dependent packages 1total releases 16latest release January 03, 2021most recent commit 3 years agopypi edo} Downloads
The 10 Latest Releases In Python Data Generation Open Source Projects
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118latest release December 05, 2023most recent commit 3 months agopypi sdv} Downloads
Hypothesis Graphql ⭐ 39
Generate arbitrary queries matching your GraphQL schema, and use them to verify your backend implementation.
dependent packages 1total releases 23latest release November 29, 2023most recent commit 4 months agopypi hypothesis-graphql} Downloads
Copulas ⭐ 454
A library to model multivariate data using copulas.
dependent packages 14total releases 46latest release November 13, 2023most recent commit 5 months agopypi copulas} Downloads
Ctgan ⭐ 1,066
Conditional GAN for generating synthetic tabular data.
dependent packages 16total releases 60latest release November 13, 2023most recent commit 3 months agopypi ctgan} Downloads
Deepecho ⭐ 75
Synthetic Data Generation for mixed-type, multivariate time series.
dependent packages 6total releases 33latest release November 13, 2023most recent commit 5 months agopypi deepecho} Downloads
Fake Data For Learning ⭐ 7
Sample interesting fake data for machine and human learning
total releases 10latest release August 02, 2023most recent commit 9 months ago
Openmixup ⭐ 538
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
total releases 1latest release December 22, 2022most recent commit 3 months ago
Kerasgen ⭐ 53
A Keras/Tensorflow compatible image data generator for TripletLoss
total releases 4latest release August 11, 2022most recent commit 2 years ago
Synthia ⭐ 22
📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python
dependent packages 1total releases 6latest release September 01, 2021most recent commit 2 years agopypi synthia} Downloads
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