A living benchmark framework for symbolic regression
☆319Sep 17, 2026Updated this week
Alternatives and similar repositories for srbench
Users that are interested in srbench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A deep learning framework for symbolic optimization.☆738Jan 23, 2026Updated 7 months ago
- SR based on LLMs.☆133Nov 13, 2022Updated 3 years ago
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆83Nov 4, 2024Updated last year
- C++ Large Scale Genetic Programming☆221Updated this week
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆113Sep 2, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- An open source python library for non-linear piecewise symbolic regression based on Genetic Programming☆40Jan 18, 2026Updated 8 months ago
- ☆22Apr 3, 2024Updated 2 years ago
- ☆21Jun 22, 2022Updated 4 years ago
- Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP☆57Sep 26, 2025Updated 11 months 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
- Official code implementation for the ACL 2024 Student Research Workshop paper "In-Context Symbolic Regression: Leveraging Large Language …☆18Sep 26, 2024Updated last year
- Equation Learner, a neural network approach to symbolic regression☆90Sep 24, 2024Updated last year
- ☆38Dec 12, 2022Updated 3 years ago
- ☆36Sep 2, 2026Updated 2 weeks ago
- 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.
- High-Performance Symbolic Regression in Python and Julia☆3,765Updated this week
- Extremly fast c++/python symbolic regression library based on parallel local search.☆20Aug 21, 2025Updated last year
- Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"☆78Mar 24, 2023Updated 3 years ago
- [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
- ☆782Jul 9, 2024Updated 2 years ago
- Deep Generative Symbolic Regression Code☆31Oct 18, 2023Updated 2 years ago
- A curated list of resources for genetic programming.☆63Dec 12, 2024Updated last year
- Genetic Programming in Python, with a scikit-learn inspired API☆1,888Aug 14, 2026Updated last month
- python-wrapped version of ellen, a linear genetic programming system for symbolic regression and classification.☆62Oct 27, 2022Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Deep identification of symbolic open-form PDEs via enhanced reinforcement-learning☆44Dec 17, 2024Updated last year
- ☆75Aug 15, 2024Updated 2 years ago
- [ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models☆125Jul 31, 2025Updated last year
- A paper describing the implementation of PySR and SymbolicRegression.jl☆68Feb 5, 2024Updated 2 years ago
- PyTorch implementation of the EQL network, a neural network for symbolic regression☆45Apr 14, 2021Updated 5 years ago
- [ICLR 2024 Spotlight] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining☆24Oct 21, 2024Updated last year
- Fast Function Extraction☆87Jul 6, 2025Updated last year
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆27Jun 25, 2020Updated 6 years ago
- code of ICLR 2024 paper Reinforcement Symbolic Regression Machine☆15Feb 19, 2024Updated 2 years 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.
- Multi-objective Genetic Programming by NSGA-II in Python☆34Oct 27, 2021Updated 4 years ago
- A Neural Symbolic Model for Space Physics☆68Dec 1, 2025Updated 9 months ago
- Blazing fast symbolic regresison☆76Oct 10, 2019Updated 6 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…☆273Jul 31, 2025Updated last year
- Symbolic physics learner: Discovering governing equations via Monte Carlo tree search☆32Jun 17, 2023Updated 3 years ago
- Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"☆785Nov 20, 2023Updated 2 years ago
- HeuristicLab - An environment for heuristic and evolutionary optimization☆57Jul 2, 2025Updated last year