Symbolic regression is the task of identifying a mathematical expression that best fits a provided dataset of input and output values. In this work, we present SymbolicGPT, a novel transformer-based language model for symbolic regression.
☆57Nov 19, 2021Updated 4 years ago
Alternatives and similar repositories for symbolicgpt
Users that are interested in symbolicgpt are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆108Sep 2, 2025Updated 7 months ago
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆81Nov 4, 2024Updated last year
- Pytorch implementation of Deep Symbolic Regression☆14Dec 14, 2021Updated 4 years ago
- A living benchmark framework for symbolic regression☆306Oct 21, 2025Updated 6 months ago
- symbolic regression☆40Jul 20, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Meta-learning approach for human-interpretable formulas generation☆10Apr 24, 2020Updated 6 years ago
- Deep Generative Symbolic Regression Code☆30Oct 18, 2023Updated 2 years ago
- [NeurIPS 2023 AI4Science] "A Transformer Model for Symbolic Regression towards Scientific Discovery"☆17Dec 16, 2023Updated 2 years ago
- [ICML 2024] Official Pytorch implementation of the paper "A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions…☆22Nov 15, 2025Updated 5 months ago
- predicting equations from raw data with deep learning☆57Mar 24, 2026Updated last month
- Symbolic physics learner: Discovering governing equations via Monte Carlo tree search☆28Jun 17, 2023Updated 2 years ago
- Equation Learner, a neural network approach to symbolic regression☆88Sep 24, 2024Updated last year
- ☆20Jun 22, 2022Updated 3 years ago
- Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"☆77Mar 24, 2023Updated 3 years 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.
- Deep Learning for Symbolic Mathematics☆556Sep 1, 2021Updated 4 years ago
- An approach for embedding hierarhical structures into a continuous vector space using variational autoencoders.☆31Mar 4, 2026Updated last month
- Quantum Principal Component Analysis (QPCA) as a generative model☆13Apr 5, 2022Updated 4 years ago
- Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP☆57Sep 26, 2025Updated 7 months ago
- Genetic Programming in Python, with a scikit-learn inspired API☆1,838Jan 10, 2026Updated 3 months ago
- An app to organize your research: A Paper Based Approach☆22Feb 26, 2023Updated 3 years ago
- Gossip Glomers solution https://fly.io/dist-sys/☆12Sep 12, 2024Updated last year
- Model Predictive Control implemented in Python, using scipy.optimize.minimize, on the model of a pendulum.☆29Apr 5, 2023Updated 3 years ago
- [ISSTA 2025] A Large-scale Empirical Study on Fine-tuning Large Language Models for Unit Testing☆13Feb 9, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Benchmark AFLOW Data Sets for Machine Learning doi.org/10.1007/s40192-020-00174-4☆11Aug 29, 2020Updated 5 years ago
- Unofficial Pytorch implementation of the paper 'Categorical Reparameterization with Gumbel-Softmax' and 'The Concrete Distribution: A Con…☆11Apr 27, 2021Updated 5 years ago
- Dataset of Codex generated tests for the CodaMosa project☆17Jun 2, 2023Updated 2 years ago
- Blazing fast symbolic regresison☆76Oct 10, 2019Updated 6 years ago
- Software to look for interrelationships between constants and find formulas for number sequences☆19Mar 5, 2026Updated last month
- BatteryBERT: A Pre-trained Language Model for Battery Database Enhancement☆35Sep 6, 2022Updated 3 years ago
- Mathematica package for calculating polynomial integrals over the unitary group☆14Mar 4, 2026Updated last month
- ☆14Updated this week
- ☆13Oct 31, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- High-Performance Symbolic Regression in Python and Julia☆3,522Apr 20, 2026Updated last week
- Differentiable microlensing powered by JAX☆15Nov 26, 2022Updated 3 years ago
- Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"☆778Nov 20, 2023Updated 2 years ago
- Gibbs sampling for expanded ensembles and replica exchange simulations☆11Jun 1, 2014Updated 11 years ago
- A web app built with Flask to stream video feed from any IP camera to the users of a local network☆14Dec 23, 2021Updated 4 years ago
- [Nature Communications 2025] Interactive Symbolic Regression through Offline Reinforcement Learning☆29Sep 8, 2025Updated 7 months ago
- ☆12Oct 5, 2022Updated 3 years ago