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deep-symbolic-mathematics

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  1. TPSR TPSR Public

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

    Python 55 12

  2. 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 47 5

  3. LLM-SR LLM-SR Public

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

    Python 43 5

  4. Multimodal-Symbolic-Regression Multimodal-Symbolic-Regression Public

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

    Python 16 3

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Showing 4 of 4 repositories
  • LLM-SR Public

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

    deep-symbolic-mathematics/LLM-SR’s past year of commit activity
    Python 43 MIT 5 0 0 Updated Nov 11, 2024
  • TPSR Public

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

    deep-symbolic-mathematics/TPSR’s past year of commit activity
    Python 55 MIT 12 1 0 Updated Nov 4, 2024
  • 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"

    deep-symbolic-mathematics/Multimodal-Math-Pretraining’s past year of commit activity
    Python 47 MIT 5 1 0 Updated Oct 22, 2024
  • Multimodal-Symbolic-Regression Public

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

    deep-symbolic-mathematics/Multimodal-Symbolic-Regression’s past year of commit activity
    Python 16 MIT 3 2 0 Updated Oct 21, 2024

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