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.
☆95Feb 3, 2026Updated 3 weeks ago
Alternatives and similar repositories for PSE
Users that are interested in PSE are comparing it to the libraries listed below
Sorting:
- code of ICLR 2024 paper Reinforcement Symbolic Regression Machine☆15Feb 19, 2024Updated 2 years ago
- 🤖💡 LiveIdeaBench: Evaluating LLMs' Scientific Creativity and Idea Generation with Minimal Context☆22Nov 21, 2025Updated 3 months ago
- ☆20Sep 1, 2025Updated 6 months ago
- Symbolic genetic algorithm for discovering open-form partial differential equations☆44Jun 21, 2022Updated 3 years ago
- ☆13Feb 14, 2024Updated 2 years ago
- trading system☆16Dec 16, 2024Updated last year
- ☆33Jan 10, 2025Updated last year
- Code for paper Sparse identification of nonlinear dynamics with Shallow Recurrent Decoder Networks.☆36Feb 14, 2026Updated 2 weeks ago
- Official implementation of "Discover network dynamics with neural symbolic regression"☆40Jan 6, 2026Updated last month
- ☆31Feb 2, 2026Updated 3 weeks ago
- AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries☆21Jul 20, 2025Updated 7 months ago
- Extremly fast c++/python symbolic regression library based on parallel local search.☆19Aug 21, 2025Updated 6 months ago
- ☆12Aug 22, 2025Updated 6 months ago
- ☆50Mar 12, 2025Updated 11 months ago
- ☆26Jun 12, 2025Updated 8 months ago
- ☆21Apr 3, 2024Updated last year
- We propose the first Multiphysics Bench for benchmarking and investigating Scientific Machine Learning for solving multiphysics PDEs.☆35May 29, 2025Updated 9 months ago
- [ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Lan…☆214Jul 31, 2025Updated 7 months ago
- ☆56May 13, 2025Updated 9 months ago
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆24Jul 25, 2024Updated last year
- A living benchmark framework for symbolic regression☆294Oct 21, 2025Updated 4 months ago
- ☆27Oct 21, 2024Updated last year
- An approach for embedding hierarhical structures into a continuous vector space using variational autoencoders.☆29Dec 6, 2025Updated 2 months ago
- Symbolic physics learner: Discovering governing equations via Monte Carlo tree search☆27Jun 17, 2023Updated 2 years ago
- Python bindings and scikit-learn interface for the Operon library for symbolic regression.☆69Updated this week
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆30Dec 4, 2024Updated last year
- Synthetic Lagrangian Turbulence by Generative Diffusion Models☆27Nov 14, 2024Updated last year
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆28Jun 25, 2020Updated 5 years ago
- Library augmented Symbolic Regression in Julia☆38Feb 16, 2026Updated 2 weeks ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Mar 10, 2025Updated 11 months ago
- Multi-fidelity reduced-order surrogate modeling☆31Jun 17, 2025Updated 8 months ago
- ☆37Jul 9, 2025Updated 7 months ago
- Auxiliary second-order optimization tools compatible with PyTorch.☆10Jul 25, 2024Updated last year
- [AAAI-26] MPaGE: Pareto-Grid-Guided Large Language Models for Fast and High-Quality Heuristics Design in Multi-Objective Combinatorial Op…☆24Aug 17, 2025Updated 6 months ago
- Physics-informed radial basis network☆36May 20, 2024Updated last year
- Deep Generative Symbolic Regression Code☆28Oct 18, 2023Updated 2 years ago
- ☆29Jul 8, 2024Updated last year
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆81Nov 4, 2024Updated last year
- ☆37Dec 2, 2024Updated last year