Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"
☆113Sep 2, 2025Updated last year
Alternatives and similar repositories for NeuralSymbolicRegressionThatScales
Users that are interested in NeuralSymbolicRegressionThatScales are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆83Nov 4, 2024Updated last year
- A living benchmark framework for symbolic regression☆320Aug 13, 2026Updated 3 weeks ago
- A deep learning framework for symbolic optimization.☆739Jan 23, 2026Updated 7 months ago
- [ICLR 2023] This repository contains the official Pytorch implementation for the paper "Transformer-based model for symbolic regression v…☆29Aug 5, 2026Updated 3 weeks 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.
- [NeurIPS 2023 AI4Science] "A Transformer Model for Symbolic Regression towards Scientific Discovery"☆17Dec 16, 2023Updated 2 years ago
- ☆75Aug 15, 2024Updated 2 years ago
- [DMLR] Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery☆44Mar 5, 2024Updated 2 years ago
- ☆13Oct 11, 2023Updated 2 years ago
- Equation Learner, a neural network approach to symbolic regression☆90Sep 24, 2024Updated last year
- PyTorch implementation of the EQL network, a neural network for symbolic regression☆45Apr 14, 2021Updated 5 years ago
- ☆775Jul 9, 2024Updated 2 years ago
- ☆22Apr 3, 2024Updated 2 years ago
- Symbolic genetic algorithm for discovering open-form partial differential equations☆47Jun 21, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- C++ Large Scale Genetic Programming☆219Updated this week
- [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
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Nov 3, 2021Updated 4 years ago
- NeurIPS 2025: Improving Monte Carlo Tree Search for Symbolic Regression☆17Jun 7, 2026Updated 2 months ago
- Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"☆784Nov 20, 2023Updated 2 years ago
- predicting equations from raw data with deep learning☆57Mar 24, 2026Updated 5 months ago
- ☆35Aug 24, 2026Updated last week
- Implementation, data and pretrained models for the paper "Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction…☆26Jul 9, 2023Updated 3 years ago
- Symbolic regression by uniform random global search☆13Jul 6, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆31Oct 12, 2020Updated 5 years ago
- Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP☆57Sep 26, 2025Updated 11 months ago
- [Nature Communications 2025] Interactive Symbolic Regression through Offline Reinforcement Learning☆30Sep 8, 2025Updated 11 months ago
- Genetic Programming in Python, with a scikit-learn inspired API☆1,881Aug 14, 2026Updated 2 weeks ago
- code of ICLR 2024 paper Reinforcement Symbolic Regression Machine☆15Feb 19, 2024Updated 2 years ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆27Jun 25, 2020Updated 6 years ago
- Implementation of papers in 101 lines of code.☆18Nov 12, 2023Updated 2 years ago
- Official code implementation for the ACL 2024 Student Research Workshop paper "In-Context Symbolic Regression: Leveraging Large Language …☆18Sep 26, 2024Updated last year
- A computational framework for finding symbolic expressions from physical datasets.☆62Apr 5, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations☆26Aug 12, 2022Updated 4 years ago
- Code to implement the AND-mask and geometric mean to do gradient based optimization, from the paper "Learning explanations that are hard …☆41Nov 12, 2020Updated 5 years ago
- Blazing fast symbolic regresison☆76Oct 10, 2019Updated 6 years ago
- PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.☆873Feb 25, 2025Updated last year
- A minimal re-implementation of orthogonal fine-tuning (OFT), a diffusion method, for LLMs. Based on nanoGPT and minLoRA.☆14Nov 17, 2023Updated 2 years ago
- Fast Genetic Programming☆11Oct 10, 2019Updated 6 years ago
- Simple working implementation for google-deepmind FunSearch algorithm☆23Jan 25, 2024Updated 2 years ago