A living benchmark framework for symbolic regression
☆315Jun 12, 2026Updated last month
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.☆735Jan 23, 2026Updated 5 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"☆82Nov 4, 2024Updated last year
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆109Sep 2, 2025Updated 10 months ago
- Python bindings and scikit-learn interface for the Operon library for symbolic regression.☆80Updated this week
- 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.
- [ICLR 2023] This repository contains the official Pytorch implementation for the paper "Transformer-based model for symbolic regression v…☆29Jul 2, 2025Updated last year
- ☆20Apr 3, 2024Updated 2 years ago
- ☆13Oct 11, 2023Updated 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 9 months ago
- Equation Learner, a neural network approach to symbolic regression☆90Sep 24, 2024Updated last year
- ☆36Dec 12, 2022Updated 3 years ago
- A feature engineering automation tool for learning data representations☆37Mar 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 8 months 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☆3,624Updated this week
- RILS-ROLS: Robust Symbolic Regression via Iterated Local Search and Ordinary Least Squares☆19Jun 4, 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…☆60Oct 22, 2024Updated last year
- ☆767Jul 9, 2024Updated 2 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
- 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☆1,871Jan 10, 2026Updated 6 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- python-wrapped version of ellen, a linear genetic programming system for symbolic regression and classification.☆61Oct 27, 2022Updated 3 years ago
- Pytorch implementation of Deep Symbolic Regression☆14Dec 14, 2021Updated 4 years ago
- Symbolic Regression using MCMC sampling☆31Jan 22, 2022Updated 4 years ago
- Deep identification of symbolic open-form PDEs via enhanced reinforcement-learning☆42Dec 17, 2024Updated last year
- PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.☆872Feb 25, 2025Updated last year
- ☆76Aug 15, 2024Updated last year
- [Nature Communications 2025] Interactive Symbolic Regression through Offline Reinforcement Learning☆30Sep 8, 2025Updated 10 months ago
- An open source python library for automated feature engineering based on Genetic Programming☆161Jun 10, 2026Updated last month
- [ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models☆113Jul 31, 2025Updated 11 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A paper describing the implementation of PySR and SymbolicRegression.jl☆67Feb 5, 2024Updated 2 years ago
- A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.☆35Sep 2, 2025Updated 10 months ago
- Performing Symbolic Regression via Monte Carlo Tree Search (MCTS)☆14Nov 2, 2018Updated 7 years ago
- [ICLR 2024 Spotlight] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining☆23Oct 21, 2024Updated last year
- A Neural Symbolic Model for Space Physics☆60Dec 1, 2025Updated 7 months ago
- Fast Function Extraction☆86Jul 6, 2025Updated last year
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆27Jun 25, 2020Updated 6 years ago