data-generation

There are 10 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 13585
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 2177
SDV
sdv-dev / SDV
Synthetic data generation for tabular data
synthetic-data machine-learning relational-datasets multi-table time-series synthetic-data-generation sdv data-generation generative-adversarial-network gan gans deep-learning generative-ai generative-model generativeai
Language:Python 2147
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.
audio-augmentation augmentation-policies autoaugment data-augmentation data-augmentations data-generation data-synthesis generative-adversarial-network graph-data-augmentation image-augmentation machine-learning nlp-augmentation review style-transfer survey
1563
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 ml dl artificial-intelligence machine-learning deep-learning neural-networks algorithms machine-intelligence intelligent-systems data nlp natural-language-processing data-generation time-series graal graalvm docker mathematica cloud-devops
Language:Jupyter Notebook 1421
shuttle-hq / synth
The Declarative Data Generator
rust test-data-generator synthetic-data json data-generation realistic-data postgres hacktoberfest
Language:Rust 1334
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 1142
whatyouhide / stream_data
Data generation and property-based testing for Elixir. 🔮
data-generation elixir property-based-testing property-testing quickcheck
Language:Elixir 842
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 574
nomemory / mockneat
MockNeat - the modern faker lib.
java-8 mocking randomizer java arbitrary-data csv lorem-ipsum data-generator data-generation sample-data sample-data-generator sql-insert big-data random-generation random-number-generators randomization faker faker-generator fake-data faker-library
Language:Java 525
tom-lord / regexp-examples
Generate strings that match a given regular expression
ruby regexp mri data-generation random-string
Language:Ruby 521
Copulas
sdv-dev / Copulas
A library to model multivariate data using copulas.
copulas data-generation generative-ai generative-model machine-learning synthetic-data synthetic-data-generation tabular-data
Language:Python 506
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 465
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 295
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 293
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 265
trinker / wakefield
Generate random data sets
data-generation wakefield r
Language:R 253
kathrinse / be_great
A novel approach for synthesizing tabular data using pretrained large language models
data-generation deep-learning tabular-data transformers
Language:Python 235
cieslarmichal / faker-cxx
C++ Faker library for generating fake (but realistic) data.
faker cpp faker-cpp fake-data faker-generator test-data-generator cpp20 faker-library data-generation development-tools fake
Language:C++ 195
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 gpt gpt-2 seq2seq-model synthetic-data synthetic-dataset-generation tabular-data transformers
Language:Jupyter Notebook 183
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 140
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 128
gretelai / awesome-synthetic-data
📖 A curated list of resources dedicated to synthetic data
artificial-intelligence awesome awesome-list deep-learning synthetic-data data-generation gan machine-learning time-series
101
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 89
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 88
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 85
ykang / gratis
GRATIS: GeneRAting TIme Series with diverse and controllable characteristics
statistical-computing mixture-autoregressive time-series data-generation
Language:R 76
tinybirdco / mockingbird
Mockingbird is a mock streaming data generator
data-generation data-generator fakerjs generator http kafka streaming-data tinybird typescript
Language:TypeScript 75
kgoldfeld / simstudy
simstudy: Illuminating research methods through data generation
r data-simulation data-generation simulation statistical-models
Language:R 74
smartcat-labs / ranger
Ranger is contextual data generator used to make sensible data for integration tests or to play with it in the database
contextual-data test-data data-generation data-generator
Language:Java 59
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 56
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 55
dmey / synthia
📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python
synthetic-data copula fpca machine-learning data-science data-generation xarray weather climate finance data-modelling principal-component-analysis dependency-analysis dependency-modeling statistics augmentation oversampling data-augmentation functional-data data-generator
Language:Python 52
edyan / neuralyzer
Neuralyzer is a library and a command line tool to anonymize databases (by updating existing data or populating a table with fake data)
rgpd dgpr anonymize anonymization anonymisation database data-privacy private-life data-generator data-generation
Language:PHP 50
Cambalab / fake-data-generator
Just a small open-source script to create fake data given a simple JSON model.
data-generation data-generator fake-data faker fixture-generator hacktoberfest node npm open-source script
Language:JavaScript 49
grafana / k6-example-data-generation
Example repository showing how to utilise k6 and faker to load test using generated data
performance-testing examples load-testing data-generation
Language:JavaScript 48