merlerm / In-Context-Symbolic-RegressionLinks
Official code implementation for the ACL 2024 Student Research Workshop paper "In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery"
☆14Updated last year
Alternatives and similar repositories for In-Context-Symbolic-Regression
Users that are interested in In-Context-Symbolic-Regression are comparing it to the libraries listed below
Sorting:
- [ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Lan…☆177Updated 2 months ago
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆100Updated last month
- [ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-t…☆57Updated 11 months ago
- SR based on LLMs.☆112Updated 2 years ago
- ☆30Updated 2 years ago
- [DMLR] Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery☆36Updated last year
- A living benchmark framework for symbolic regression☆273Updated 2 months ago
- Official implementation of Stochastic Taylor Derivative Estimator (STDE) NeurIPS2024☆121Updated 10 months ago
- Library augmented Symbolic Regression in Julia☆28Updated this week
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆78Updated 11 months ago
- ☆67Updated last year
- [ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models☆77Updated 2 months ago
- [ICML 2024] Official Pytorch implementation of the paper "A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions…☆19Updated 3 months ago
- Symbolic physics learner: Discovering governing equations via Monte Carlo tree search☆25Updated 2 years ago
- ☆12Updated last year
- ICON for in-context operator learning☆59Updated 7 months ago
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics