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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

    Python 130 18

  2. TPSR TPSR Public

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

    Python 69 14

  3. 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 52 6

  4. llm-srbench llm-srbench Public

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

    Python 25 2

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

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

    Python 17 5

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