Show HN: Agent that mines academic research for novel time series discoveries

Category: ai-ml

Tags: time-series, quantitative-finance, ai-agent, research-automation, python

Score: 7.0/10 (Innovation: 7, Technical: 9, Documentation: 6, Utility: 6)

Alphadidactic is an AI-driven research agent that automates the discovery of novel time series patterns by mining academic literature and applying findings to financial data through a gated pipeline. Its innovative use of multi-agent verification and strict anti-data-leakage rules makes it a compelling tool for quantitative research, though it requires significant setup and domain expertise.

Target audience: data engineers, quantitative researchers, backend devs

Repository: https://github.com/adam-s/alphadidactic · Python · 32 stars

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