[ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Language Models
☆273Jul 31, 2025Updated last year
Alternatives and similar repositories for LLM-SR
Users that are interested in LLM-SR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models☆127Jul 31, 2025Updated last year
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆83Nov 4, 2024Updated last year
- Library augmented Symbolic Regression in Julia☆46Sep 8, 2026Updated 2 weeks ago
- [ICLR 2026] SR-Scientist: Scientific Equation Discovery With Agentic AI☆56Jan 27, 2026Updated 8 months ago
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆113Sep 2, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- NeurIPS 2025: Improving Monte Carlo Tree Search for Symbolic Regression☆17Jun 7, 2026Updated 3 months ago
- [TMLR 2026] LLM-FE: Automated Feature Engineering with Large Language Models☆88May 10, 2026Updated 4 months ago
- A Neural Symbolic Model for Space Physics☆68Dec 1, 2025Updated 9 months ago
- Deep Generative Symbolic Regression Code☆31Oct 18, 2023Updated 2 years ago
- [NAACL 2025] This is the official code for the paper "H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables"☆17Feb 11, 2025Updated last year
- Official PyTorch implementation of PSE/PSRN: Fast and efficient symbolic expression discovery through parallelized symbolic enumeration. …☆120May 17, 2026Updated 4 months ago
- A living benchmark framework for symbolic regression☆321Updated this week
- SR based on LLMs.☆133Nov 13, 2022Updated 3 years ago
- [DMLR] Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery☆44Mar 5, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for the TMLR 2023 paper "GRAM-ODE: Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting"☆21Jan 11, 2024Updated 2 years ago
- code of ICLR 2024 paper Reinforcement Symbolic Regression Machine☆16Feb 19, 2024Updated 2 years ago
- The data and codes for "PDEGPT: Learning from Math handbooks for Partial Differential Equation Discovery"☆25Apr 23, 2026Updated 5 months ago
- Official implementation of "G-LNS: Generative Large Neighborhood Search for LLM-Based Automatic Heuristic Design"(arXiv:2602.08253).☆30Feb 10, 2026Updated 7 months ago
- PiFlow: Principle-aware Scientific Discovery with Multi-Agent Collaboration☆52Jan 7, 2026Updated 8 months ago
- [ICLR'26] CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design☆22Jun 16, 2026Updated 3 months ago
- ☆36Updated this week
- [ICML 2024] LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery☆86May 31, 2024Updated 2 years ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆108Oct 4, 2025Updated 11 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official Code for a KDD 2025 paper "Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting"☆21Jul 22, 2025Updated last year
- Symbolic Learning in Python and Julia☆3,777Updated this week
- A paper describing the implementation of PySR and SymbolicRegression.jl☆68Feb 5, 2024Updated 2 years ago
- ☆1,125Feb 5, 2024Updated 2 years ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆302Jan 24, 2026Updated 8 months ago
- [𝐍𝐚𝐭𝐮𝐫𝐞 𝐂𝐨𝐦𝐩𝐮𝐭𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐒𝐜𝐢𝐞𝐧𝐜𝐞] ⚡️ PSE/PSRN: Fast and efficient symbolic expression discovery through paralleliz…☆26May 17, 2026Updated 4 months ago
- Evolution of Heuristics☆363Aug 6, 2026Updated last month
- A deep learning framework for symbolic optimization.☆738Jan 23, 2026Updated 8 months ago
- [AAAI 2026] Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆59May 17, 2026Updated 4 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [TMLR 2025 & ICLR 2025 DeLTa] Official Implementation of Design Editing for Offline Model-based Optimization 🧬 🤖☆10Apr 17, 2025Updated last year
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…☆11Jul 9, 2024Updated 2 years ago
- Open source package for accelerated symbolic discovery of fundamental laws.☆128Sep 17, 2025Updated last year
- ☆29Jun 12, 2025Updated last year
- ☆13Jul 13, 2025Updated last year
- Recent research papers about Foundation Models for Combinatorial Optimization☆586Sep 4, 2026Updated 3 weeks ago
- ☆16Jul 9, 2025Updated last year