Official PyTorch implementation of PSE/PSRN: Fast and efficient symbolic expression discovery through parallelized symbolic enumeration. Evaluates millions of expressions simultaneously on GPU with automated subtree reuse.
โ121May 17, 2026Updated 5 months ago
Alternatives and similar repositories for PSE
Users that are interested in PSE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [๐๐๐ญ๐ฎ๐ซ๐ ๐๐จ๐ฆ๐ฉ๐ฎ๐ญ๐๐ญ๐ข๐จ๐ง๐๐ฅ ๐๐๐ข๐๐ง๐๐] โก๏ธ PSE/PSRN: Fast and efficient symbolic expression discovery through parallelizโฆโ27Oct 7, 2026Updated last month
- code of ICLR 2024 paper Reinforcement Symbolic Regression Machineโ16Feb 19, 2024Updated 2 years ago
- A Neural Symbolic Model for Space Physicsโ68Dec 1, 2025Updated 11 months ago
- PromptRose ๐น is your AI prompt companion, blooming at your fingertips.โ22Sep 1, 2025Updated last year
- Official implementation of "Symbolic Regression via MDLformer-guided Search: From Minimizing Prediction Error to Minimizing Description โฆโ15Nov 20, 2025Updated 11 months ago
- GPU virtual machines on DigitalOcean Gradient AI โข AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for ICML2025 Paper "Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models"โ17Jun 27, 2025Updated last year
- [๐๐๐ญ๐ฎ๐ซ๐ ๐๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐๐๐ญ๐ข๐จ๐ง๐ฌ] ๐ค๐ก LiveIdeaBench: Evaluating LLMs' Scientific Creativity and Idea Generation with Minimal Cโฆโ40Apr 21, 2026Updated 6 months ago
- ๐ SwarmBench: Benchmarking LLMs' Swarm Intelligenceโ40May 21, 2025Updated last year
- Library augmented Symbolic Regression in Juliaโ48Updated this week
- [ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Lanโฆโ283Jul 31, 2025Updated last year
- RILS-ROLS: Robust Symbolic Regression via Iterated Local Search and Ordinary Least Squaresโ19Jun 4, 2025Updated last year
- โ22Apr 3, 2024Updated 2 years ago
- A living benchmark framework for symbolic regressionโ332Oct 15, 2026Updated 3 weeks ago
- Pytorch implementation for our ICME2025 submission "STSA: Spatial-Temporal Semantic Alignment for Facial Visual Dubbing".โ14Jun 4, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer โข AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code and data for paper named: Large language models for automatic equation discovery of nonlinear dynamicsโ14Mar 6, 2025Updated last year
- A paper describing the implementation of PySR and SymbolicRegression.jlโ69Feb 5, 2024Updated 2 years ago
- [AAAI 2025] AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometriesโ23Jul 20, 2025Updated last year
- โ10Mar 14, 2022Updated 4 years ago
- [ICLR26]GenSR: Symbolic regression based on equation generative spaceโ37Apr 3, 2026Updated 7 months ago
- โ13Dec 18, 2023Updated 2 years ago
- Implementation for paper: FunctionEvolve: Structure-Guided Symbolic Regression with LLMsโ13Jun 14, 2026Updated 4 months ago
- โ16Oct 25, 2023Updated 3 years ago
- Official implementation of "Discover network dynamics with neural symbolic regression"โ60Jan 6, 2026Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways โข AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Python bindings and scikit-learn interface for the Operon library for symbolic regression.โ84Oct 23, 2026Updated 2 weeks ago
- โ29Jun 12, 2025Updated last year
- LESNets (Large-Eddy Simulation nets), a physics-informed neural operator for large-eddy simulation of turbulenceโ13Apr 14, 2026Updated 6 months ago
- โ11Feb 27, 2025Updated last year
- โ11May 14, 2026Updated 5 months ago
- PyTorch refactor of Deep Symbolic Optimization for symbolic regression and control tasks.โ28Feb 18, 2026Updated 8 months ago
- Symbolic genetic algorithm for discovering open-form partial differential equationsโ47Jun 21, 2022Updated 4 years ago
- We propose the first Multiphysics Bench for benchmarking and investigating Scientific Machine Learning for solving multiphysics PDEs.โ48May 29, 2025Updated last year
- SR based on LLMs.โ132Nov 13, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer โข AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Deep Generative Symbolic Regression Codeโ29Oct 18, 2023Updated 3 years ago
- โ36Jan 10, 2025Updated last year
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"โ84Nov 4, 2024Updated 2 years ago
- Pytorch implementation of Deep Symbolic Regressionโ14Dec 14, 2021Updated 4 years ago
- Physcial Informed Extreme Learning Machine(PIELM) method to solve PDEs, such as Possion problemโ18Dec 6, 2024Updated last year
- Extremly fast c++/python symbolic regression library based on parallel local search.โ20Aug 21, 2025Updated last year
- Evaluate catch22 time-series features in Juliaโ20Updated this week