deep-symbolic-mathematics
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llm-srbench
llm-srbench Public[ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
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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"
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Multimodal-Symbolic-Regression
Multimodal-Symbolic-Regression Public[ICLR 2024 Spotlight] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining
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surfacebench
surfacebench Public[TMLR] This is the official repository of SURFACEBENCH: Can Self-Evolving LLMs Find the Equations of 3D Scientific Surfaces?
Repositories
- decaevolve Public
- surfacebench Public
[TMLR] This is the official repository of SURFACEBENCH: Can Self-Evolving LLMs Find the Equations of 3D Scientific Surfaces?
- 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
- llm-srbench Public
[ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
- TPSR Public
[NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"
- 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"
- Multimodal-Symbolic-Regression Public
[ICLR 2024 Spotlight] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining
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