Explore/framework/LLM-SR
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deep-symbolic-mathematics/LLM-SRAbandoned

[ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Language Models

frameworkPythonMIT
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OverviewActivity52wAlternativesDocs
Stars269
Forks51
HF Downloads30d
Last commit1y ago
Refreshed3h ago
Project healthAbandonedNo commits in 12 months.
Production readinessExperimentalGrowing but not yet battle-tested at scale.
Risk notesMITVerify license before production use.
AgentHub Score
60 / 100
Composite score from 6 signals. How we score →
Active project
60Score
Growth
84B+
Activity
30C
Documentation
70C+
Maturity
74B
Community
83B+
Production
58C
GitHub stars · 29 days observed269 not enough history
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Repository activity · 29 days observedReal snapshots from pushed_at
inactivepushed
2026-07-262026-08-25
Practical assessment
Should you use it?

✓ Best for

  • Multi-agent orchestration
  • Production agentic workflows
  • Stateful long-running tasks

◎ Strengths

  • Stable API
  • Active release cadence
  • Strong GitHub community

✕ Not ideal for

  • Simple single-step automation
  • Teams without Python/ML expertise

⚠ Watch-outs

  • Breaking changes between minor versions
  • Ecosystem lock-in if tightly coupled
Technical details
What's inside
LanguagePython
LicenseMIT
Sourcegithub
Open source✗ No
Commercial use
Docs
Demo
Paper

AgentHub Score

60
Score 60/100
Below average

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