deep-symbolic-mathematics / LLM-SRView external linksLinks
[ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Language Models
☆211Jul 31, 2025Updated 6 months ago
Alternatives and similar repositories for LLM-SR
Users that are interested in LLM-SR are comparing it to the libraries listed below
Sorting:
- [ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models☆94Jul 31, 2025Updated 6 months ago
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆79Nov 4, 2024Updated last year
- Official code implementation for the ACL 2024 Student Research Workshop paper "In-Context Symbolic Regression: Leveraging Large Language …☆17Sep 26, 2024Updated last year
- [ICLR 2024 Spotlight] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining☆21Oct 21, 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…☆58Oct 22, 2024Updated last year
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆108Sep 2, 2025Updated 5 months ago
- Official PyTorch implementation of PSE/PSRN: Fast and efficient symbolic expression discovery through parallelized symbolic enumeration. …☆93Feb 3, 2026Updated last week
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆118Jan 9, 2024Updated 2 years ago
- ☆15Jul 9, 2025Updated 7 months ago
- [preprint] PiFlow: Principle-aware Scientific Discovery with Multi-Agent Collaboration☆40Jan 7, 2026Updated last month
- [TMLR 2025 & ICLR 2025 DeLTa] Official Implementation of Design Editing for Offline Model-based Optimization 🧬 🤖☆10Apr 17, 2025Updated 9 months ago
- Code for [ICML2025]``Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design``.☆69May 23, 2025Updated 8 months ago
- Deep Generative Symbolic Regression Code☆28Oct 18, 2023Updated 2 years ago
- ☆24Jun 12, 2025Updated 8 months ago
- Code for the TMLR 2023 paper "GRAM-ODE: Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting"☆20Jan 11, 2024Updated 2 years ago
- We propose the first Multiphysics Bench for benchmarking and investigating Scientific Machine Learning for solving multiphysics PDEs.☆36May 29, 2025Updated 8 months ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆108Oct 4, 2025Updated 4 months ago
- Simple working implementation for google-deepmind FunSearch algorithm☆23Jan 25, 2024Updated 2 years ago
- ☆14Jul 13, 2025Updated 7 months ago
- ☆11Mar 31, 2021Updated 4 years ago
- All-KAN: All Kolmogorov-Arnold Networks We Know☆30Jan 9, 2026Updated last month
- Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)☆25Jun 7, 2024Updated last year
- Official source code for Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models☆12Dec 5, 2024Updated last year
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…☆11Jul 9, 2024Updated last year
- ☆12Jan 25, 2026Updated 3 weeks ago
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆13Oct 14, 2024Updated last year
- Official repository for "DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation (ACL2023 Findings)"☆11May 23, 2023Updated 2 years ago
- Code and data for paper named: Large language models for automatic equation discovery of nonlinear dynamics☆12Mar 6, 2025Updated 11 months ago
- This repository contains the source code for the research presented in the paper "Exploring hidden flow structures from sparse data throu…☆12Dec 4, 2023Updated 2 years ago
- Symbolic physics learner: Discovering governing equations via Monte Carlo tree search☆26Jun 17, 2023Updated 2 years ago
- A deep learning framework for symbolic optimization.☆707Jan 23, 2026Updated 3 weeks ago
- ☆13Oct 11, 2023Updated 2 years ago
- POD-PINN code and manuscript☆57Nov 10, 2024Updated last year
- ☆16Oct 29, 2023Updated 2 years ago
- ☆16May 31, 2024Updated last year
- EMRI_MC is a GPU-based Python code for Bayesian inference of EMRI gravitational waveforms, including cosmological propagation effects. On…☆11Oct 10, 2024Updated last year
- propositional satisfiability problem (SAT) goes neural and deep☆12Aug 17, 2021Updated 4 years ago
- High-Performance Symbolic Regression in Python and Julia☆3,359Feb 5, 2026Updated last week
- AVocaDo : Strategy for Adapting Vocabulary to Downstream Domain☆23May 31, 2022Updated 3 years ago