imbue-bit/AlphaGPT

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

3073 stars · 3128 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

AlphaGPT is an open-source automated factor factory based on deep reinforcement learning for quantitative finance. It mines and generates alpha factors using deep learning techniques such as transformers.

Use cases

• automatically mine alpha factors for quant trading
• build a deep reinforcement learning factor factory
• generate quantitative factors from market data
• research RL-based factor discovery for finance
• apply transformers to quantitative finance signals

When to choose

• you need automated alpha factor generation for quant strategies
• you want to experiment with deep RL in quantitative finance
• you trade crypto or DeFi venues like Uniswap v4 and need factor research tooling

When to avoid

• you need a turnkey, production-grade trading system with execution and risk management
• you require guaranteed returns or audited financial software
• you cannot work with Python-based ML research code

Facets

library · maturity active

machine-learning deep-learning reinforcement-learning trading fintech machine-learning deep-learning python quantitative-finance factor-mining alpha-factors transformer uniswap-v4 quant cryptocurrency

Member repositories

For agents

markdown · JSON · MCP: product_card(name="imbue-bit/AlphaGPT")