welcra/synth-financial-data-v1
收藏Hugging Face2025-12-25 更新2026-03-29 收录
下载链接：
https://hf-mirror.com/datasets/welcra/synth-financial-data-v1
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资源简介：
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license: mit
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Summary: This dataset contains high-fidelity synthetic financial market data generated using the fsynth library. It models 500 assets over 20 years using Heston Stochastic Volatility and Merton Jump Diffusion processes, providing a statistically rigorous alternative to expensive proprietary data for training financial ML models.
Use Cases:
Training Reinforcement Learning (RL) trading agents without overfitting to historical history.
Stress-testing portfolio optimization algorithms against "Black Swan" jump events.
Benchmarking time-series forecasting transformers.
提供机构：
welcra
