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synthetic-data

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machine-learning-for-trading

stefan-jansen /machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

finance data-science machine-learning deep-learning trading artificial-intelligence trading-strategies investment synthetic-data investment-strategies ml4t-workflow trading-agent

UpdatedAug 18, 2024
Jupyter Notebook

lk-geimfari /mimesis

Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.

python testing mock data factory fixtures schema generator fake pandas datascience factory-boy pytest-plugin json-generator dummy dataframe synthetic-data mimesis syntetic polars

UpdatedMar 18, 2025
Python

modelscope /data-juicer

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

nlp data-science opendata data-visualization pytorch dataset chinese data-analysis llama gpt multi-modal synthetic-data pre-training streamlit gpt-4 large-language-models llm llms instruction-tuning llava

UpdatedMar 21, 2025
Python

neosync

nucleuscloud /neosync

Open source data anonymization and synthetic data platform for developers. Anonymize your production data and sync it across your environments so that developers can safely use it.

mysql testing docker kubernetes golang open-source typescript etl reactjs nextjs postgresql faker self-hosted orchestration test-data-generator synthetic-data fine-tuning benthos synthetic-data-generation

UpdatedMar 21, 2025
Go

Kiln

Kiln-AI /Kiln

The easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.

python windows macos machine-learning ai evaluation prompt ml collaboration openai dataset-generation synthetic-data fine-tuning prompt-engineering chain-of-thought rlhf evals ollama

UpdatedMar 19, 2025
Python

BlenderProc

DLR-RM /BlenderProc

A procedural Blender pipeline for photorealistic training image generation

python blender rendering computer-graphics segmentation 3d-reconstruction 3d-graphics pose-estimation synthetic synthetic-data depth-images 3d-engines blender-pipeline camera-positions suncg-scene camera-sampling blender-installation 3d-front-dataset

UpdatedJan 13, 2025
Python

distilabel

argilla-io /distilabel

Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

python ai openai synthetic-data synthetic-dataset-generation huggingface llms rlhf rlaif

UpdatedMar 17, 2025
Python

SDV

sdv-dev /SDV

Synthetic data generation for tabular data

machine-learning deep-learning time-series generative-adversarial-network gan generative-model data-generation gans synthetic-data sdv multi-table synthetic-data-generation relational-datasets generative-ai generativeai

UpdatedMar 21, 2025
Python

synthetichealth /synthea

Synthetic Patient Population Simulator

simulation fhir health-data synthetic-data synthea synthetic-population

UpdatedMar 6, 2025
Java

hitsz-ids /synthetic-data-generator

SDG is a specialized framework designed to generate high-quality structured tabular data.

agent machine-learning privacy deep-learning tabular-data gan data-generator synthetic-data llm generative-ai

UpdatedMar 6, 2025
Python

unrealcv /unrealcv

UnrealCV: Connecting Computer Vision to Unreal Engine

machine-learning computer-vision simulation ue4 virtual-worlds synthetic-data embodied-ai

UpdatedMar 12, 2025
C++

ydata-synthetic

ydataai /ydata-synthetic

Synthetic data generators for tabular and time-series data

machine-learning timeseries deep-learning time-series python3 pytorch generative-adversarial-network gan gans synthetic-data training-data datagenerator tensorflow2 gan-architectures datageneration

UpdatedMar 12, 2025
Jupyter Notebook

shuttle-hq /synth

The Declarative Data Generator

rust postgres json data-generation hacktoberfest test-data-generator synthetic-data realistic-data

UpdatedSep 27, 2024
Rust

CTGAN

sdv-dev /CTGAN

Conditional GAN for generating synthetic tabular data.

tabular-data generative-adversarial-network data-generation synthetic-data synthetic-data-generation

UpdatedMar 17, 2025
Python

GreenmaskIO /greenmask

PostgreSQL database anonymization and synthetic data generation tool

go golang security qa automation obfuscation database ai postgresql transformers faker staging testing-tools pg dba security-automation security-tools anonymization synthetic-data data-masking

UpdatedMar 20, 2025
Go

curator

bespokelabsai /curator

Synthetic data curation for post-training and structured data extraction

python machine-learning natural-language-processing deep-learning prompt agents synthetic-data fine-tuning synthetic-dataset-generation llm instruction-tuning

UpdatedMar 21, 2025
Python

DataDreamer

datadreamer-dev /DataDreamer

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤

python nlp machine-learning natural-language-processing deep-learning transformers pytorch openai alignment gpt nlp-library synthetic-data fine-tuning synthetic-dataset-generation llm llms llmops instruction-tuning

UpdatedFeb 2, 2025
Python

plurai-ai /intellagent

A framework for comprehensive diagnosis and optimization of agents using simulated, realistic synthetic interactions

agent simulator evaluation synthetic-data llmops

UpdatedMar 11, 2025
Python

BatsResearch /bonito

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

gpt zero-shot-learning domain-adaptation synthetic-data synthetic-dataset-generation llm task-adaptation

UpdatedFeb 28, 2025
Python

awesome-open-data-centric-ai

Renumics /awesome-open-data-centric-ai

Curated list of open source tooling for data-centric AI on unstructured data.

nlp machine-learning computer-vision deep-learning data-visualization awesome-list outlier-detection feature-vector uncertainty-estimation active-learning data-versioning data-curation synthetic-data explainable-ai bias-detection robust-machine-learning noisy-labels data-drift data-centric-ai documentation-only

UpdatedNov 15, 2023

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