martius-lab / EQL
Equation Learner, a neural network approach to symbolic regression
☆77Updated 7 months ago
Alternatives and similar repositories for EQL:
Users that are interested in EQL are comparing it to the libraries listed below
- PyTorch implementation of the EQL network, a neural network for symbolic regression☆39Updated 4 years ago
- Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"☆73Updated 2 years ago
- Tensorflow implementation of equation learner☆31Updated 4 years ago
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆88Updated 3 years ago
- [DMLR] Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery☆33Updated last year
- SAASBO: a package for high-dimensional bayesian optimization☆43Updated 3 years ago
- predicting equations from raw data with deep learning☆57Updated 6 years ago
- ☆62Updated 8 months ago
- ☆17Updated last year
- A living benchmark framework for symbolic regression☆253Updated last week
- Symbolic Regression using MCMC sampling☆27Updated 3 years ago
- ☆107Updated 3 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆73Updated 2 years ago
- Nonparametric Differential Equation Modeling☆53Updated last year
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆27Updated 4 years ago
- Code for efficiently sampling functions from GP(flow) posteriors☆72Updated 4 years ago
- Multi-fidelity Bayesian Optimization via Deep Neural Nets☆30Updated 4 years ago
- Code repository for Ensemble Bayesian Optimization☆52Updated 5 years ago
- Turning SymPy expressions into PyTorch modules.☆148Updated last year
- ☆30Updated 4 years ago
- ☆29Updated 2 years ago
- ☆27Updated 2 months ago
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆68Updated 6 months ago
- Symplectic Recurrent Neural Networks☆28Updated 2 years ago
- ☆19Updated 2 years ago
- ☆45Updated 4 years ago
- Heteroscedastic Bayesian Optimisation in Numpy☆21Updated 2 years ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆74Updated 2 years ago
- ☆24Updated 2 years ago
- SR based on LLMs.☆99Updated 2 years ago