Miasyster/QuantGPT
QuantGPT is an agent-driven factor research engine in which an LLM agent autonomously mines, backtests, and validates alpha factors for quantitative finance.
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QuantGPT gives an LLM agent (Claude, connected via MCP) a toolkit to autonomously discover, evaluate, iterate, and validate alpha factors, targeting WorldQuant BRAIN. The agent designs factors, runs batch backtests, applies multi-dimensional scoring and anti-overfitting checks with no human intervention per cycle. Factors that pass local validation are uploaded to QuantGPT Cloud for independent verification and out-of-sample tracking.
Frequently asked
- What is Miasyster/QuantGPT?
- QuantGPT is an agent-driven factor research engine in which an LLM agent autonomously mines, backtests, and validates alpha factors for quantitative finance.
- Is QuantGPT open source?
- Yes — Miasyster/QuantGPT is open source, released under the MIT license.
- What language is QuantGPT written in?
- Miasyster/QuantGPT is primarily written in Python.
- How popular is QuantGPT?
- Miasyster/QuantGPT has 502 stars on GitHub.
- Where can I find QuantGPT?
- Miasyster/QuantGPT is on GitHub at https://github.com/Miasyster/QuantGPT.