[ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training"
☆61Oct 22, 2024Updated last year
Alternatives and similar repositories for Multimodal-Math-Pretraining
Users that are interested in Multimodal-Math-Pretraining 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] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining☆24Oct 21, 2024Updated last year
- [ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models☆130Jul 31, 2025Updated last year
- Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"☆116Jan 9, 2024Updated 2 years ago
- [ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Lan…☆277Jul 31, 2025Updated last year
- [ICLR 2023] This repository contains the official Pytorch implementation for the paper "Transformer-based model for symbolic regression v…☆29Aug 5, 2026Updated 2 months ago
- 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.
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆14Oct 14, 2024Updated 2 years ago
- ☆13Oct 11, 2023Updated 3 years ago
- A living benchmark framework for symbolic regression☆322Sep 21, 2026Updated 3 weeks ago
- Code for the TMLR 2023 paper "GRAM-ODE: Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting"☆21Jan 11, 2024Updated 2 years ago
- Introductory workshop on using deep neural networks for symbolic regression☆20Feb 8, 2026Updated 8 months ago
- The source code the for the ICLR'24 paper "Stabilizing Backpropagation Through Time to Learn Complex Physics"☆11May 17, 2024Updated 2 years ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆14Apr 10, 2021Updated 5 years ago
- 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
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆114Sep 2, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICML 2024] Official Pytorch implementation of the paper "A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions…☆22Nov 15, 2025Updated 10 months ago
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Apr 23, 2021Updated 5 years ago
- Density Constrained Reinforcement Learning☆12Mar 24, 2023Updated 3 years ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆28Sep 30, 2021Updated 5 years ago
- Equation Learner, a neural network approach to symbolic regression☆90Sep 24, 2024Updated 2 years ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆42Oct 17, 2024Updated last year
- Performing Symbolic Regression via Monte Carlo Tree Search (MCTS)☆14Nov 2, 2018Updated 7 years ago
- ☆16Mar 2, 2026Updated 7 months ago
- Rust + WebAssembly port of SymbolicRegression.jl☆41Updated this week
- 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.
- code of ICLR 2024 paper Reinforcement Symbolic Regression Machine☆16Feb 19, 2024Updated 2 years ago
- A simple Physics Informed Neural Network (PINN) implementation in TensorFlow 2 for magnetic field mapping using finite amount of magnetic…☆15Jun 7, 2022Updated 4 years ago
- Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)☆68Apr 25, 2025Updated last year
- ☆12Jan 16, 2024Updated 2 years ago
- A voxel based python script for elastic homogenization of four triply peridic minimal surface-based structure in Abaqus☆13Jul 16, 2020Updated 6 years ago
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆16Sep 19, 2026Updated 3 weeks ago
- ☆15Mar 28, 2026Updated 6 months ago
- A series-symbol (S2) dual-modality data generation mechanism, enabling the unrestricted creation of high-quality time series data paired …☆149Sep 17, 2026Updated 3 weeks ago
- code☆20Sep 8, 2023Updated 3 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.
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆39Jun 21, 2023Updated 3 years ago
- [Natl. Sci. Rev.] An integrated software-hardware smart system for material synthesis, characterization, crystal structure analysis, and …☆43Jul 16, 2026Updated 2 months ago
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆18Jun 10, 2023Updated 3 years ago
- Implementation of 'Inverting the structure-property map of truss metamaterials via deep learning' (PNAS)☆31Oct 17, 2024Updated last year
- ☆11Jan 24, 2022Updated 4 years ago
- ☆35Jan 5, 2024Updated 2 years ago
- PyTorch implementation of the EQL network, a neural network for symbolic regression☆45Apr 14, 2021Updated 5 years ago