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

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

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

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

[ICLR'25] Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training

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

SolidGeo: Measuring Multimodal Spatial Math Reasoning in Solid Geometry

[ICLR2025] Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo (https://arxiv.org/abs/2410.01920)

Code to reproduce the experiments of the ICML25-paper: "Neural Discovery in Mathematics: Do Machines Dream of Colored Planes?"

Official implementation of the LIES Network for Symbolic Regression