intell-sci-comput / RSRM
code of ICLR 2024 paper Reinforcement Symbolic Regression Machine
☆13Updated last year
Alternatives and similar repositories for RSRM:
Users that are interested in RSRM are comparing it to the libraries listed below
- Official PyTorch implementation of PTS/PSRN: Fast and efficient symbolic expression discovery through parallelized tree search. Evaluates…☆14Updated last month
- Symbolic physics learner: Discovering governing equations via Monte Carlo tree search☆22Updated last year
- [ICML 2024] Official Pytorch implementation of the paper "A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions…☆17Updated 3 months ago
- ☆28Updated 2 years ago
- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems☆32Updated last month
- SR based on LLMs.☆98Updated 2 years ago
- PyTorch implementation of the EQL network, a neural network for symbolic regression☆39Updated 3 years ago
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆51Updated 2 years ago
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆66Updated 4 months ago
- Code and data for paper: Learning interpretable dynamics of stochastic complex systems from experimental data☆18Updated 3 weeks ago
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆87Updated 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…☆74Updated 3 weeks ago
- [DMLR] Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery☆33Updated last year
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Updated 8 months ago
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆48Updated 4 months ago
- Deep identification of symbolic open-form PDEs via enhanced reinforcement-learning☆34Updated 3 months ago
- [ICLR 2023] This repository contains the official Pytorch implementation for the paper "Transformer-based model for symbolic regression v…☆20Updated 6 months ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆68Updated last year
- Kolmogorov-Arnold Networks (KAN) using orthogonal polynomials instead of B-splines.☆35Updated 4 months ago
- [ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen…☆32Updated 11 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆22Updated this week
- ☆31Updated 10 months ago
- Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"☆70Updated 2 years ago
- [ICLR 2024 Spotlight] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining☆17Updated 5 months ago
- An open source python library for non-linear piecewise symbolic regression based on Genetic Programming☆31Updated 10 months ago
- Comparison for time series prediction using Neural-ODEs and Neural-Flows☆15Updated 2 years ago
- ICON for in-context operator learning☆46Updated last month
- ☆18Updated 10 months ago
- Code for the TMLR 2023 paper "GRAM-ODE: Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting"☆16Updated last year
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆16Updated 8 months ago