[NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"
☆83Nov 4, 2024Updated last year
Alternatives and similar repositories for TPSR
Users that are interested in TPSR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-t…☆61Oct 22, 2024Updated last year
- [ICLR 2023] This repository contains the official Pytorch implementation for the paper "Transformer-based model for symbolic regression v…☆29Aug 5, 2026Updated last month
- SR based on LLMs.☆133Nov 13, 2022Updated 3 years ago
- [ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models☆124Jul 31, 2025Updated last year
- A living benchmark framework for symbolic regression☆320Aug 13, 2026Updated 3 weeks ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆113Sep 2, 2025Updated last year
- [ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Lan…☆272Jul 31, 2025Updated last year
- 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
- [ICML 2024] Official Pytorch implementation of the paper "A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions…☆22Nov 15, 2025Updated 9 months ago
- A deep learning framework for symbolic optimization.☆739Jan 23, 2026Updated 7 months ago
- ☆38Dec 12, 2022Updated 3 years ago
- [Nature Communications 2025] Interactive Symbolic Regression through Offline Reinforcement Learning☆30Sep 8, 2025Updated 11 months ago
- ☆13Oct 11, 2023Updated 2 years ago
- [NeurIPS 2023 AI4Science] "A Transformer Model for Symbolic Regression towards Scientific Discovery"☆17Dec 16, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [DMLR] Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery☆44Mar 5, 2024Updated 2 years ago
- Python bindings and scikit-learn interface for the Operon library for symbolic regression.☆83Updated this week
- [ICLR 2026] LLEMA: Evolutionary Search with LLMs for Multi-Objective Materials Discovery☆17May 10, 2026Updated 3 months ago
- ☆22Apr 3, 2024Updated 2 years ago
- Performing Symbolic Regression via Monte Carlo Tree Search (MCTS)☆14Nov 2, 2018Updated 7 years ago
- code of ICLR 2024 paper Reinforcement Symbolic Regression Machine☆15Feb 19, 2024Updated 2 years ago
- An open source python library for non-linear piecewise symbolic regression based on Genetic Programming☆40Jan 18, 2026Updated 7 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
- ☆75Aug 15, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Geometric Problem Solving Integrating FormalGeo Symbolic System and Hypergraph Neural Network.☆16Sep 23, 2025Updated 11 months ago
- Code and data for paper named: Large language models for automatic equation discovery of nonlinear dynamics☆14Mar 6, 2025Updated last year
- Simple working implementation for google-deepmind FunSearch algorithm☆23Jan 25, 2024Updated 2 years ago
- A paper describing the implementation of PySR and SymbolicRegression.jl☆68Feb 5, 2024Updated 2 years ago
- The first Python library to bring SLIM-GSGP to life — faster, smarter genetic programming!☆11Jan 24, 2026Updated 7 months ago
- Genetic-guided GFlowNets for Sample Efficient Molecular Optimization (NeurIPS 2024)☆21Nov 14, 2025Updated 9 months ago
- Repository to host the GRAPE code developed by the BDS group☆18May 22, 2025Updated last year
- Tutorial notebooks for SciFM24☆11Apr 2, 2024Updated 2 years ago
- High-Performance Symbolic Regression in Python and Julia☆3,748Updated this week
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆21Jun 22, 2022Updated 4 years ago
- Python Library Implementation of DeepSeti- Algorithm designed to detect anomalies in Radio Seti. The library facilitates the custom archi…☆20Mar 30, 2021Updated 5 years ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆27Jun 25, 2020Updated 6 years ago
- An approach for embedding hierarhical structures into a continuous vector space using variational autoencoders.☆32Mar 4, 2026Updated 6 months ago
- The code used in the work “Inverse Design of Promising Alloys for Electrocatalytic CO2 Reduction via Generative Graph Neural Networks Com…☆18Jun 28, 2025Updated last year
- Official code for paper: Conservative objective models are a special kind of contrastive divergence-based energy model☆14Aug 15, 2023Updated 3 years ago
- ☆16Mar 2, 2026Updated 6 months ago