A deep learning framework for symbolic optimization.
☆737Jan 23, 2026Updated 6 months ago
Alternatives and similar repositories for deep-symbolic-optimization
Users that are interested in deep-symbolic-optimization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A living benchmark framework for symbolic regression☆315Updated this week
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆113Sep 2, 2025Updated 11 months ago
- Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"☆78Mar 24, 2023Updated 3 years ago
- SR based on LLMs.☆133Nov 13, 2022Updated 3 years ago
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆82Nov 4, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- High-Performance Symbolic Regression in Python and Julia☆3,686Updated this week
- [ICLR 2023] This repository contains the official Pytorch implementation for the paper "Transformer-based model for symbolic regression v…☆29Aug 5, 2026Updated last week
- PyTorch implementation of the EQL network, a neural network for symbolic regression☆45Apr 14, 2021Updated 5 years ago
- Pytorch implementation of Deep Symbolic Regression☆14Dec 14, 2021Updated 4 years ago
- ☆774Jul 9, 2024Updated 2 years ago
- Symbolic regression is the task of identifying a mathematical expression that best fits a provided dataset of input and output values. In…☆57Nov 19, 2021Updated 4 years ago
- Deep Generative Symbolic Regression Code☆31Oct 18, 2023Updated 2 years ago
- C++ Large Scale Genetic Programming☆216Updated this week
- Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"☆781Nov 20, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Genetic Programming in Python, with a scikit-learn inspired API☆1,874Jan 10, 2026Updated 7 months ago
- Equation Learner, a neural network approach to symbolic regression☆90Sep 24, 2024Updated last year
- ☆37Dec 12, 2022Updated 3 years ago
- Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP☆57Sep 26, 2025Updated 10 months ago
- ☆21Jun 22, 2022Updated 4 years ago
- Physical Symbolic Optimization☆1,971Feb 21, 2026Updated 5 months ago
- [ICML 2024] Official Pytorch implementation of the paper "A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions…☆22Nov 15, 2025Updated 8 months ago
- [DMLR] Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery☆43Mar 5, 2024Updated 2 years ago
- Symbolic Regression using MCMC sampling☆31Jan 22, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- predicting equations from raw data with deep learning☆57Mar 24, 2026Updated 4 months ago
- ☆22Apr 3, 2024Updated 2 years ago
- An open source python library for non-linear piecewise symbolic regression based on Genetic Programming☆40Jan 18, 2026Updated 6 months ago
- symbolic regression☆40Jul 20, 2022Updated 4 years ago
- Deep Learning for Symbolic Mathematics☆553Sep 1, 2021Updated 4 years ago
- Performing Symbolic Regression via Monte Carlo Tree Search (MCTS)☆14Nov 2, 2018Updated 7 years ago
- Program Synthesis framework that features heuristics methods (e.g., Genetic Programming) and grammars are defined in Python dataclasses☆51Updated this week
- Interpretable machine learning (symbolic regression) using Genetic programming/Gene expression programming and Sparse regression used …☆36Feb 10, 2021Updated 5 years ago
- RILS-ROLS: Robust Symbolic Regression via Iterated Local Search and Ordinary Least Squares☆19Jun 4, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆76Aug 15, 2024Updated last year
- A computational framework for finding symbolic expressions from physical datasets.☆62Apr 5, 2023Updated 3 years ago
- code of ICLR 2024 paper Reinforcement Symbolic Regression Machine☆16Feb 19, 2024Updated 2 years ago
- A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.☆35Sep 2, 2025Updated 11 months ago
- Generating sets of formulaic alpha (predictive) stock factors via reinforcement learning.☆1,189Jun 4, 2026Updated 2 months ago
- a python 3 library based on deap providing abstraction layers for symbolic regression problems.☆96Oct 14, 2021Updated 4 years ago
- ☆13Oct 11, 2023Updated 2 years ago