worldquant-brain

A better machine lib.

Agentic AI-driven Quantitative Alpha Builder. Streamline alpha generation with autonomous research navigation and backtesting.

Alpha Harness is a dedicated workspace designed to simplify quantitative financial research. Its vision is to empower users to seamlessly discover, test, and manage new trading strategies by automating the complex, repetitive aspects of financial modeling.

Feedback Driven Alpha Generation Pipeline combining Gemini API with the WorldQuant BRAIN API to automatically generate, backtest and iteratively refine trading signals. "Automate the Routine, Preserve the Creative."

Automated Hyperparameter Optimization framework for WorldQuant BRAIN Alphas using Optuna.

Automated alpha research pipeline for WorldQuant BRAIN — built for the IQC 2026

MCP Server for WorldQuant Brain alpha factor mining — 世坤 Brain 回测因子 MCP 服务

End-to-end control of WorldQuant BRAIN from the CLI or a coding agent: data discovery, alpha generation, backtesting, gating and submission over the official REST API.

LLM-agent pipeline for formulaic alpha discovery on WorldQuant BRAIN, published with the full research archive it produced (archived)

Typed Go SDK + cross-platform CLI for the WorldQuant BRAIN HTTP API

Professional Python library and CLI for WorldQuant BRAIN alpha simulation

Async job queue for WorldQuant BRAIN alpha simulations (archived reference implementation)

WorldQuant BRAIN 学习笔记：从 Alpha Research、BRAIN 表达式与回测设置入门，记录实验、结果解读和提交准备。