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synthetic-data

Website
Wikipedia

stefan-jansen/machine-learning-for-trading

stefan-jansen / machine-learning-for-trading

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

翻译 - 《算法交易机器学习的代码和资源》，第二版。

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 14.34 k

7 个月前

lk-geimfari / mimesis

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

翻译 - Mimesis是适用于Python的软件包，可帮助以多种语言生成大量用于各种目的的假数据。

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

Python 4.5 k

7 天前

modelscope / data-juicer

#自然语言处理#Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

数据分析数据科学 dataset large-language-models 大语言模型自然语言处理中文数据可视化 Open Data gpt PyTorch gpt-4 llama llms Streamlit instruction-tuning pre-training multi-modal llava synthetic-data

Python 3.89 k

1 天前

nucleuscloud/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.

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 3.79 k

3 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 fine-tuning 机器学习 macOS ollama openai prompt prompt-engineering Python rlhf synthetic-data Windows

Python 3.16 k

16 小时前

DLR-RM/BlenderProc

DLR-RM / BlenderProc

A procedural Blender pipeline for photorealistic training image generation

翻译 - 用于生成逼真训练图像的程序化 Blender 管道

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 2.98 k

2 个月前

argilla-io/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.

人工智能 huggingface llms openai Python rlhf synthetic-data synthetic-dataset-generation

Python 2.53 k

9 天前

sdv-dev/SDV

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

翻译 - 表格、关系和时间序列数据的合成数据生成。

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 2.52 k

5 天前

synthetichealth / synthea

Synthetic Patient Population Simulator

翻译 - 综合患者人口模拟器

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

Java 2.39 k

6 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 2.33 k

7 天前

unrealcv / unrealcv

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

翻译 - UnrealCV：将计算机视觉连接到虚幻引擎

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

C++ 1.97 k

1 个月前

ydataai/ydata-synthetic

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 1.51 k

12 天前

shuttle-hq / synth

The Declarative Data Generator

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

Rust 1.41 k

5 个月前

sdv-dev/CTGAN

sdv-dev / CTGAN

Conditional GAN for generating synthetic tabular data.

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

Python 1.34 k

9 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 1.25 k

3 天前

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 llms openai synthetic-data synthetic-dataset-generation

Python 976

1 个月前

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 935

5 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 880

23 天前

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 744

12 天前

Renumics / awesome-open-data-centric-ai

#自然语言处理#Curated list of open source tooling for data-centric AI on unstructured data.

Awesome Lists data-centric-ai data-curation data-versioning 数据可视化 explainable-ai active-learning feature-vector robust-machine-learning bias-detection 机器视觉 data-drift 深度学习自然语言处理 noisy-labels outlier-detection synthetic-data uncertainty-estimation 机器学习

712

1 年前

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