deep-symbolic-mathematics

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1. LLM-SR LLM-SR Public

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

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2. llm-srbench llm-srbench Public

   [ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models

   Python 126 12

3. TPSR TPSR Public

   [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"

   Python 83 17

4. Multimodal-Math-Pretraining Multimodal-Math-Pretraining Public

   [ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training"

   Python 61 8

5. Multimodal-Symbolic-Regression Multimodal-Symbolic-Regression Public

   [ICLR 2024 Spotlight] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining

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6. surfacebench surfacebench Public

   [TMLR] This is the official repository of SURFACEBENCH: Can Self-Evolving LLMs Find the Equations of 3D Scientific Surfaces?

   Python 6 1