Interactive synthetic OHLCV kline generator for learnable trading experiments.
Project description
Synthetic Klines
Standalone synthetic OHLCV kline generator for learnable trading experiments.
Requires Python 3.11 or newer.
Installation
Install from PyPI with pip:
python -m pip install synthetic-ohlcv
Or install with uv:
uv pip install synthetic-ohlcv
Run The App
After installation, run:
synthetic-ohlcv
Open http://127.0.0.1:8100.
For local development, you can also run:
uv run synthetic-ohlcv
Use a custom port when needed:
uv run synthetic-ohlcv --port 8110
Python API
from synthetic_ohlcv import SyntheticKlinesConfig, make_synthetic_ohlcv
frame = make_synthetic_ohlcv(SyntheticKlinesConfig(rows=4_000, seed=43))
Generated datasets contain exactly:
timestamp, open, high, low, close, volume, turnover
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