2026-10-17 · America/Los_Angeles · 社区动态 · #15

EpochGo: Local-first multi-agent AutoML engine using offline Ollama LLMs and deterministic Scikit-Learn pipelines [P]

Hello r/MachineLearning, I wanted to share EpochGo, an open-source, local-first AutoML system built to tackle two major bottlenecks in applied machine learning: 1. Cloud API inference costs and data privacy risks: Traditional agentic ML frameworks rely heavily on cloud APIs (GPT-4), creating recurring costs and risking tabular data leakage (especially critical under enterprise compliance and data protection laws like DPDP/GDPR). 2. LLM hallucinations in mathematical reasoning: LLMs are notorious for failing at linear algebra, hyperparameter optimization, and gradient descent calculations…

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