mojivalipour / symbolicgptView external linksLinks
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.
☆56Nov 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
Sorting:
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆108Sep 2, 2025Updated 5 months ago
- [ICLR 2023] This repository contains the official Pytorch implementation for the paper "Transformer-based model for symbolic regression v…☆27Jul 2, 2025Updated 7 months ago
- SR based on LLMs.☆129Nov 13, 2022Updated 3 years ago
- Pytorch implementation of Deep Symbolic Regression☆14Dec 14, 2021Updated 4 years ago
- Deep Generative Symbolic Regression Code☆28Oct 18, 2023Updated 2 years ago
- A deep learning framework for symbolic optimization.☆707Jan 23, 2026Updated 3 weeks ago
- [DMLR] Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery☆38Mar 5, 2024Updated last year
- A living benchmark framework for symbolic regression☆292Oct 21, 2025Updated 3 months ago
- symbolic regression☆40Jul 20, 2022Updated 3 years ago
- Meta-learning approach for human-interpretable formulas generation☆10Apr 24, 2020Updated 5 years ago
- Symbolic physics learner: Discovering governing equations via Monte Carlo tree search☆27Jun 17, 2023Updated 2 years ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆28Jun 25, 2020Updated 5 years ago
- [NeurIPS 2023 AI4Science] "A Transformer Model for Symbolic Regression towards Scientific Discovery"☆18Dec 16, 2023Updated 2 years ago
- Symbolic regression by uniform random global search☆13Jul 6, 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 3 months ago
- Deep Learning for Symbolic Mathematics☆554Sep 1, 2021Updated 4 years ago
- Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"☆76Mar 24, 2023Updated 2 years ago
- ☆19Jun 22, 2022Updated 3 years ago
- An app to organize your research: A Paper Based Approach☆23Feb 26, 2023Updated 2 years ago
- An approach for embedding hierarhical structures into a continuous vector space using variational autoencoders.☆29Dec 6, 2025Updated 2 months ago
- (experimental) tracing and abstract interpretation with SymbolicUtils.jl☆22Mar 7, 2021Updated 4 years ago
- LogicCircuit is a program that helps build/simulate simple circuits using logic gates. It is meant to teach people the basics of how logi…☆10Updated this week
- ☆34Updated this week
- Library augmented Symbolic Regression in Julia☆38Jan 10, 2026Updated last month
- Genetic Programming in Python, with a scikit-learn inspired API☆1,809Jan 10, 2026Updated last month
- ☆738Jul 9, 2024Updated last year
- The package 'data-driven density estimation x' (dddex) turns any standard point forecasting model into an estimator of the underlying con…☆10Dec 1, 2025Updated 2 months ago
- Auxiliary second-order optimization tools compatible with PyTorch.☆10Jul 25, 2024Updated last year
- Site level energy system optimization model toolbox for investigations of EV fleet integration and management strategies☆13Apr 22, 2025Updated 9 months ago
- An open source python library for non-linear piecewise symbolic regression based on Genetic Programming☆37Jan 18, 2026Updated 3 weeks ago
- A functional Arduino based oled dashboard for electric scooters like Xiaomi or Ninebot☆13Nov 25, 2021Updated 4 years ago
- Read/write medical image data☆11Updated this week
- Python crossplatform library for Mac/linux and widows os.Complete system command, send alert, notifications, set brightness, recording au…☆11Apr 25, 2025Updated 9 months ago
- Solver for pseudo-2D model of Li-ion battery based on Finite difference Method. Incorporation of JAX for the nonlinear solver.☆14Nov 19, 2020Updated 5 years ago
- A minimal and interpretable Brian2 based DYNAP neuromorphic processor simulator for educational purposes.☆12Jun 23, 2022Updated 3 years ago
- High-Performance Symbolic Regression in Python and Julia☆3,359Feb 5, 2026Updated last week
- Selective Copying Task with Mamba Model. This repository contains a simple implementation for reproducing the selective copying task with…☆12Jun 3, 2024Updated last year
- RSSI-based OFDM signal classification using a machine learning algorithm.☆12May 15, 2018Updated 7 years ago
- This GitHub provides the source code for the paper "Exploring Facial Expression and Action Units in Parkinson Disease"☆10Dec 21, 2022Updated 3 years ago