[ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Language Models
☆272Jul 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☆124Jul 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
- Official code implementation for the ACL 2024 Student Research Workshop paper "In-Context Symbolic Regression: Leveraging Large Language …☆18Sep 26, 2024Updated last year
- [ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-t…☆61Oct 22, 2024Updated last year
- Library augmented Symbolic Regression in Julia☆46Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICLR 2024 Spotlight] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining☆24Oct 21, 2024Updated last year
- [ICLR 2026] LLEMA: Evolutionary Search with LLMs for Multi-Objective Materials Discovery☆17May 10, 2026Updated 3 months ago
- [ICLR 2026] SR-Scientist: Scientific Equation Discovery With Agentic AI☆55Jan 27, 2026Updated 7 months ago
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆116Jan 9, 2024Updated 2 years ago
- [TMLR 2026] LLM-FE: Automated Feature Engineering with Large Language Models☆85May 10, 2026Updated 3 months ago
- A Neural Symbolic Model for Space Physics☆64Dec 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. …☆119May 17, 2026Updated 3 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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
- 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
- The data and codes for "PDEGPT: Learning from Math handbooks for Partial Differential Equation Discovery"☆24Apr 23, 2026Updated 4 months ago
- Official implementation of "G-LNS: Generative Large Neighborhood Search for LLM-Based Automatic Heuristic Design"(arXiv:2602.08253).☆30Feb 10, 2026Updated 6 months ago
- ☆13Oct 11, 2023Updated 2 years ago
- [ICLR'26] CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design☆22Jun 16, 2026Updated 2 months ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆26May 9, 2021Updated 5 years ago
- ☆36Updated this week
- 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.
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆108Oct 4, 2025Updated 11 months ago
- [EMNLP2025] From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery☆437Jul 3, 2026Updated 2 months ago
- Pytorch implementation of Deep Symbolic Regression☆14Dec 14, 2021Updated 4 years ago
- Official Code for a KDD 2025 paper "Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting"☆21Jul 22, 2025Updated last year
- A paper describing the implementation of PySR and SymbolicRegression.jl☆68Feb 5, 2024Updated 2 years ago
- ☆1,115Feb 5, 2024Updated 2 years ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆294Jan 24, 2026Updated 7 months ago
- [𝐍𝐚𝐭𝐮𝐫𝐞 𝐂𝐨𝐦𝐩𝐮𝐭𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐒𝐜𝐢𝐞𝐧𝐜𝐞] ⚡️ PSE/PSRN: Fast and efficient symbolic expression discovery through paralleliz…☆25May 17, 2026Updated 3 months ago
- Evolution of Heuristics☆357Aug 6, 2026Updated last month
- 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.
- ☆11Mar 18, 2023Updated 3 years ago
- [AAAI 2026] Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆57May 17, 2026Updated 3 months ago
- Simple working implementation for google-deepmind FunSearch algorithm☆23Jan 25, 2024Updated 2 years ago
- [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
- ☆29Jun 12, 2025Updated last year
- Recent research papers about Foundation Models for Combinatorial Optimization☆586Updated this week