data-generation

There are 13 repositories under data-generation topic.

IDEA-Research / Grounded-Segment-Anything
Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
3d-whole-body-pose-estimation automatic-labeling-system caption data-generation image-editing open-vocabulary-detection open-vocabulary-segmentation speech
Language:Jupyter Notebook 17104
SDV
sdv-dev / SDV
Synthetic data generation for tabular data
data-generation deep-learning gan gans generative-adversarial-network generative-ai generative-model generativeai machine-learning multi-table relational-datasets sdv synthetic-data synthetic-data-generation time-series
Language:Python 3277
benkeen / generatedata
A powerful, feature-rich, random test data generator.
data random randomization testing json rest-api random-generation human-data data-generation test-data test-data-generator data-generator data-generators
Language:TypeScript 2265
AgaMiko / data-augmentation-review
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
data-augmentation data-synthesis data-generation generative-adversarial-network review survey style-transfer machine-learning augmentation-policies data-augmentations autoaugment graph-data-augmentation image-augmentation audio-augmentation nlp-augmentation
1643
neomatrix369 / awesome-ai-ml-dl
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
ai algorithms artificial-intelligence cloud-devops data data-generation deep-learning dl docker graal graalvm intelligent-systems machine-intelligence machine-learning mathematica ml natural-language-processing neural-networks nlp time-series
Language:Jupyter Notebook 1601
CTGAN
sdv-dev / CTGAN
Conditional GAN for generating synthetic tabular data.
data-generation generative-adversarial-network synthetic-data synthetic-data-generation tabular-data
Language:Python 1481
shuttle-hq / synth
The Declarative Data Generator
rust test-data-generator synthetic-data json data-generation realistic-data postgres hacktoberfest
Language:Rust 1457
whatyouhide / stream_data
Data generation and property-based testing for Elixir. 🔮
data-generation elixir property-based-testing property-testing quickcheck
Language:Elixir 919
Westlake-AI / openmixup
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
pytorch awesome-list awesome-mim awesome-mixup contrastive-learning data-augmentation image-classifcation imagenet masked-image-modeling mixup self-supervised-learning semi-supervised-learning vision-transformer deep-learning benchmark automix data-generation machine-learning
Language:Python 658
Copulas
sdv-dev / Copulas
A library to model multivariate data using copulas.
machine-learning copulas synthetic-data data-generation synthetic-data-generation generative-ai generative-model tabular-data
Language:Python 620
nomemory / mockneat
MockNeat - the modern faker lib.
arbitrary-data big-data csv data-generation data-generator fake-data faker faker-generator faker-library java java-8 lorem-ipsum mocking random-generation random-number-generators randomization randomizer sample-data sample-data-generator sql-insert
Language:Java 536
tom-lord / regexp-examples
Generate strings that match a given regular expression
ruby regexp mri data-generation random-string
Language:Ruby 523
open-sciencelab / GraphGen
GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation
ai4science data-generation llm-training sft-data pretrain qa qwen sft knowledge-graph llm xtuner data-synthesis llama-factory pretraining question-answering
Language:Python 487
MTG / DeepConvSep
Deep Convolutional Neural Networks for Musical Source Separation
signal-processing deep-learning source-separation theano convolutional-neural-networks sample-querying data-augmentation data-generation score-synthesis audio-synthesis
Language:Python 483
databrickslabs / dbldatagen
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
datagen pyspark python data-generation faker spark spark-streaming delta-live-tables deltalake databricks synthetic-data datageneration datagenerator
Language:Python 432
cieslarmichal / faker-cxx
C++ Faker library for generating fake (but realistic) data.
faker cpp fake-data cpp20 data-generation fake
Language:C++ 394
microsoft / genalog
Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
ner ocr-recognition python text-alignment data-generation data-science machine-learning synthetic-data synthetic-images synthetic-data-generation
Language:Jupyter Notebook 335
be_great
tabularis-ai / be_great
A novel approach for synthesizing tabular data using pretrained large language models
data-generation deep-learning tabular-data transformers synthetic-data synthetic-dataset-generation
Language:Python 325
tirthajyoti / pydbgen
Random dataframe and database table generator
database random-generation pandas-dataframe sqlite3 sqlite python synthetic-data data-science generator data-generation fake-data synthetic-dataset-generation
Language:Python 311
trinker / wakefield
Generate random data sets
data-generation r wakefield
Language:R 257
worldbank / REaLTabFormer
A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
data-generation deep-learning seq2seq-model synthetic-data synthetic-dataset-generation tabular-data transformers gpt gpt-2
Language:Jupyter Notebook 240
UnrealZoo / unrealzoo-gym
[ICCV 2025 Highlights] Large-scale photo-realistic virtual worlds for embodied AI
data-generation embodied-ai multi-agent-reinforcement-learning simulator social-intelligence spatial-intelligence unreal-engine unrealcv virtual-worlds
Language:Python 206
manumerous / wb_humanoid_mpc
Whole-Body Nonlinear MPC for Realtime Humanoid Loco-Manipulation Planning and Control
humanoid humanoid-robot locomotion mpc planning walking wholebodycontrol ai data-generation nonlinear optimization robotics
Language:C++ 190
codelion / ellora
Enhancing LLMs with LoRA
accuracy-analysis fine-tuning finetuning lora qlora reinforcement-learning supervised-finetuning training chain-of-thought chain-of-thought-reasoning data-generation distillation finetuning-llms self-correction self-distillation fine-tune fine-tuning-llm quantization quantization-aware-training reasoning
Language:Jupyter Notebook 174
rapiddweller / rapiddweller-benerator-ce
BENERATOR is a leading software solution to generate, obfuscate, pseudonymize and migrate data for development, testing, and training purposes with a model-driven approach.
testdata anonymization migration performance-testing obfuscate data-masking data-generation data-modelling java databene benerator big-data bigdata mass-data-migration data database faker masking synthetic-data model-driven
Language:Java 153
datahelix
finos / datahelix
The DataHelix generator allows you to quickly create data, based on a JSON profile that defines fields and the relationships between them, for the purpose of testing and validation
data-engineering data-generation data-generator java test-data-generator
Language:Java 144
gretelai / awesome-synthetic-data
📖 A curated list of resources dedicated to synthetic data
artificial-intelligence awesome awesome-list data-generation deep-learning gan machine-learning synthetic-data time-series
135
tinybirdco / mockingbird
Mockingbird is a mock streaming data generator
data-generation data-generator fakerjs generator http kafka streaming-data tinybird typescript
Language:TypeScript 128
DeepEcho
sdv-dev / DeepEcho
Synthetic Data Generation for mixed-type, multivariate time series.
time-series deep-learning synthetic-data data-generation synthetic-data-generation sdv generative-adversarial-network
Language:Python 118
zhaohengyuan1 / Genixer
(ECCV 2024) Empowering Multimodal Large Language Model as a Powerful Data Generator
data-generation data-generators instruction-tuning multimodal-large-language-models multimodal-learning
Language:Python 114
louisYen / Gen4Gen
🏞️ Official implementation of "Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition"
data-generation llm personalization stable-diffusion text-to-image-generation
Language:Python 109
ImageDataAugmentor
mjkvaak / ImageDataAugmentor
Custom image data generator for TF Keras that supports the modern augmentation module albumentations
image-augmentation machine-learning deep-learning augmentation image-classification python data-generation tensorflow2 augmentations
Language:Python 86
kgoldfeld / simstudy
simstudy: Illuminating research methods through data generation
r data-simulation data-generation simulation statistical-models
Language:R 84
tosiron / jazznet
jazznet dataset of piano patterns for music audio machine learning research
audio-synthesis dataset deep-learning machine-learning machine-learning-dataset music-dataset music-information-retrieval data-generation
Language:Python 79
leezythu / FlexKBQA
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering
data-generation few-shot few-shot-learning kbqa knowledge-base-question-answering large-language-model sparql
Language:Python 78
ykang / gratis
GRATIS: GeneRAting TIme Series with diverse and controllable characteristics
statistical-computing mixture-autoregressive time-series data-generation
Language:R 77