synthetic-data · GitHub Topics

stefan-jansen / machine-learning-for-trading

#计算机科学#Code for Machine Learning for Algorithmic Trading, 2nd edition.

机器学习 trading investment finance 数据科学 investment-strategies 人工智能 trading-strategies 深度学习 synthetic-data

Jupyter Notebook 15.36 k

1 年前

modelscope / data-juicer

#大语言模型#Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

数据分析数据科学 large-language-models 大语言模型数据可视化 instruction-tuning pre-training multi-modal synthetic-data data data-pipeline data-processing foundation-models

Python 4.9 k

4 小时前

lk-geimfari / mimesis

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

mimesis fake data Generator fixtures dummy schema Testing Python mock synthetic-data datascience dataframe pandas polars pytest-plugin factory

Python 4.6 k

14 天前

Kiln-AI / Kiln

#计算机科学#The easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.

人工智能 chain-of-thought collaboration dataset-generation fine-tuning 机器学习 macOS ollama openai prompt prompt-engineering Python rlhf synthetic-data Windows evals evaluation

Python 4.01 k

11 小时前

nucleuscloud / neosync

Open Source Data Security Platform for Developers to Monitor and Detect PII, Anonymize Production Data and Sync it across environments.

Docker Go synthetic-data benthos etl orchestration Testing TypeScript Open Source React 自托管 Kubernetes Next test-data-generator fine-tuning synthetic-data-generation faker MySQL PostgreSQL

Go 3.9 k

13 小时前

DLR-RM / BlenderProc

A procedural Blender pipeline for photorealistic training image generation

blender-pipeline segmentation depth-images camera-positions suncg-scene camera-sampling blender-installation synthetic blender rendering pose-estimation synthetic-data Python 3D computer-graphics 3d-reconstruction

Python 3.17 k

3 天前

sdv-dev / SDV

#计算机科学#Synthetic data generation for tabular data

synthetic-data 机器学习 relational-datasets multi-table time-series synthetic-data-generation sdv data-generation Generative Adversarial Network gans 深度学习 generative-ai generative-model generativeai

Python 3.09 k

13 小时前

pgmpy / pgmpy

Python Library for Causal and Probabilistic Modeling using Bayesian Networks

Python bayesian-networks causal-inference causal-discovery causal-identification causal-models probabilistic-inference mixed-data synthetic-data causal-validation Simulation

Python 3.01 k

2 天前

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.

人工智能 huggingface 大语言模型 openai Python rlhf synthetic-data synthetic-dataset-generation

Python 2.82 k

3 天前

synthetichealth / synthea

Synthetic Patient Population Simulator

synthea synthetic-data synthetic-population fhir health-data Simulation

Java 2.64 k

2 天前

hitsz-ids / synthetic-data-generator

#大语言模型#SDG is a specialized framework designed to generate high-quality structured tabular data.

深度学习 Generative Adversarial Network generative-ai 机器学习隐私 synthetic-data tabular-data agent data-generator 大语言模型

Python 2.37 k

10 天前

unrealcv / unrealcv

#计算机科学#UnrealCV: Connecting Computer Vision to Unreal Engine

virtual-worlds 机器视觉虚幻引擎 embodied-ai 机器学习 Simulation synthetic-data

C++ 2.03 k

2 个月前

ydataai / ydata-synthetic

#计算机科学#Synthetic data generators for tabular and time-series data

Generative Adversarial Network 深度学习 synthetic-data tensorflow2 机器学习 training-data Python timeseries gans PyTorch time-series

Jupyter Notebook 1.56 k

8 天前

GreenmaskIO / greenmask

PostgreSQL database anonymization and synthetic data generation tool

Go obfuscation PostgreSQL 安全 staging anonymization synthetic-data 人工智能 pg security-automation Testing qa dba faker 数据库自动化 transformers data-masking

Go 1.47 k

10 天前

bespokelabsai / curator

#自然语言处理#Synthetic data curation for post-training and structured data extraction

synthetic-data agents 大语言模型 prompt Python synthetic-dataset-generation 深度学习 fine-tuning instruction-tuning 机器学习自然语言处理

Python 1.46 k

21 天前

shuttle-hq / synth

The Declarative Data Generator

Rust test-data-generator synthetic-data JSON data-generation PostgreSQL Hacktoberfest

Rust 1.44 k

10 个月前

sdv-dev / CTGAN

Conditional GAN for generating synthetic tabular data.

synthetic-data Generative Adversarial Network tabular-data data-generation synthetic-data-generation

Python 1.43 k

3 天前

plurai-ai / intellagent

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

agent evaluation llmops simulator synthetic-data

Python 1.1 k

1 个月前

datadreamer-dev / DataDreamer

#自然语言处理#DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤

深度学习机器学习自然语言处理 nlp-library Python PyTorch transformers alignment fine-tuning gpt instruction-tuning 大语言模型 llmops openai synthetic-data synthetic-dataset-generation

Python 1.04 k

6 个月前

BatsResearch / bonito

#大语言模型#A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

大语言模型 synthetic-data synthetic-dataset-generation zero-shot-learning domain-adaptation gpt task-adaptation

Python 783

16 天前