A living benchmark framework for symbolic regression
☆300Oct 21, 2025Updated 5 months ago
Alternatives and similar repositories for srbench
Users that are interested in srbench are comparing it to the libraries listed below
Sorting:
- A deep learning framework for symbolic optimization.☆717Jan 23, 2026Updated last month
- SR based on LLMs.☆129Nov 13, 2022Updated 3 years ago
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆81Nov 4, 2024Updated last year
- C++ Large Scale Genetic Programming☆202Updated this week
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆109Sep 2, 2025Updated 6 months ago
- An open source python library for non-linear piecewise symbolic regression based on Genetic Programming☆37Jan 18, 2026Updated 2 months ago
- ☆13Oct 11, 2023Updated 2 years ago
- ☆21Apr 3, 2024Updated last year
- ☆20Jun 22, 2022Updated 3 years ago
- Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP☆57Sep 26, 2025Updated 5 months ago
- [DMLR] Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery☆38Mar 5, 2024Updated 2 years ago
- Symbolic regression is the task of identifying a mathematical expression that best fits a provided dataset of input and output values. In…☆57Nov 19, 2021Updated 4 years ago
- ☆34Dec 12, 2022Updated 3 years ago
- A feature engineering automation tool for learning data representations☆36Mar 7, 2025Updated last year
- [ICML 2024] Official Pytorch implementation of the paper "A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions…☆22Nov 15, 2025Updated 4 months ago
- ☆35Feb 16, 2026Updated last month
- High-Performance Symbolic Regression in Python and Julia☆3,430Updated this week
- Equation Learner, a neural network approach to symbolic regression☆86Sep 24, 2024Updated last year
- Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"☆76Mar 24, 2023Updated 2 years ago
- A curated list of resources for genetic programming.☆62Dec 12, 2024Updated last year
- ☆740Jul 9, 2024Updated last year
- python-wrapped version of ellen, a linear genetic programming system for symbolic regression and classification.☆60Oct 27, 2022Updated 3 years ago
- pandoc-like tool for symbolic regression expressions☆14Mar 10, 2024Updated 2 years ago
- Pytorch implementation of Deep Symbolic Regression☆14Dec 14, 2021Updated 4 years ago
- Symbolic Regression using MCMC sampling☆29Jan 22, 2022Updated 4 years ago
- Genetic Programming in Python, with a scikit-learn inspired API☆1,819Jan 10, 2026Updated 2 months ago
- PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.☆855Feb 25, 2025Updated last year
- ☆70Aug 15, 2024Updated last year
- An open source python library for automated feature engineering based on Genetic Programming☆158Dec 14, 2025Updated 3 months ago
- [Nature Communications 2025] Interactive Symbolic Regression through Offline Reinforcement Learning☆30Sep 8, 2025Updated 6 months ago
- symbolic regression☆40Jul 20, 2022Updated 3 years ago
- [ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Lan…☆219Jul 31, 2025Updated 7 months ago
- PyTorch implementation of the EQL network, a neural network for symbolic regression☆42Apr 14, 2021Updated 4 years ago
- A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.☆35Sep 2, 2025Updated 6 months ago
- Performing Symbolic Regression via Monte Carlo Tree Search (MCTS)☆14Nov 2, 2018Updated 7 years ago
- Official code implementation for the ACL 2024 Student Research Workshop paper "In-Context Symbolic Regression: Leveraging Large Language …☆17Sep 26, 2024Updated last year
- [ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models☆97Jul 31, 2025Updated 7 months ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆28Jun 25, 2020Updated 5 years ago
- Fast Function Extraction☆86Jul 6, 2025Updated 8 months ago