{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "shiyu-coder/Kronos",
 "name": "Kronos",
 "owner": "shiyu-coder",
 "slug": "shiyu-coder-kronos",
 "github": "https://github.com/shiyu-coder/Kronos",
 "what": "Kronos is an open-source Python foundation model that forecasts financial K-line (candlestick) sequences built from OHLCV data.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python 3.10 or newer",
  "pip, and access to install requirements.txt",
  "Internet access to load models from the Hugging Face Hub",
  "Historical candlestick data in a pandas DataFrame with open, high, low, close columns",
  "For fine-tuning only: a local Qlib data directory, a GPU setup that works with torchrun, and optionally a Comet.ml account"
 ],
 "audience_note": "Quant analysts and developers who have historical OHLCV candlestick data and want model-based forecasts or a model they can adapt to their own market data.",
 "risk": "sensitive",
 "section": "daily",
 "weekly_rank": null,
 "category": "Data and analytics",
 "url": "https://dedupedai.com/use-cases/shiyu-coder-kronos/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "shiyu-coder-kronos--forecast-candlesticks-with-kronos-predictor",
   "title": "Forecast future candlesticks from one price history",
   "best": true,
   "url": "https://dedupedai.com/use-cases/shiyu-coder-kronos/forecast-candlesticks-with-kronos-predictor/",
   "json": "https://dedupedai.com/use-cases/u/shiyu-coder-kronos/forecast-candlesticks-with-kronos-predictor.json"
  },
  {
   "id": "shiyu-coder-kronos--batch-forecast-many-price-series",
   "title": "Forecast many assets in one batch run",
   "best": false,
   "url": "https://dedupedai.com/use-cases/shiyu-coder-kronos/batch-forecast-many-price-series/",
   "json": "https://dedupedai.com/use-cases/u/shiyu-coder-kronos/batch-forecast-many-price-series.json"
  },
  {
   "id": "shiyu-coder-kronos--fine-tune-kronos-on-own-market-data",
   "title": "Fine-tune Kronos on your own market dataset",
   "best": false,
   "url": "https://dedupedai.com/use-cases/shiyu-coder-kronos/fine-tune-kronos-on-own-market-data/",
   "json": "https://dedupedai.com/use-cases/u/shiyu-coder-kronos/fine-tune-kronos-on-own-market-data.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}