IBM / AI-DescartesLinks
Open source package for accelerated symbolic discovery of fundamental laws.
☆115Updated last month
Alternatives and similar repositories for AI-Descartes
Users that are interested in AI-Descartes are comparing it to the libraries listed below
Sorting:
- A paper describing the implementation of PySR and SymbolicRegression.jl☆58Updated last year
- AI Hilbert is an algebraic geometric based discovery system (based on Putinar's Positivstellensatz), that enables the discovery of fundam…☆34Updated last year
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆75Updated 9 months ago
- A computational framework for finding symbolic expressions from physical datasets.☆61Updated 2 years ago
- Forecasting high-impact research topics via machine learning on evolving knowledge graphs☆39Updated 4 months ago
- SciML Benchmarking Suite for AI for Science☆42Updated last year
- A toolkit with data-driven pipelines for physics-informed machine learning.☆190Updated 3 months ago
- BayesOpt + LIFT☆72Updated 3 months ago
- Representation Learning on Topological Domains☆85Updated last week
- Brain-Inspired Modular Training (BIMT), a method for making neural networks more modular and interpretable.☆172Updated 2 years ago
- Code for Lie Symmetries SSL paper☆23Updated last year
- Mechanistically interpretable neurosymbolic AI (Nature Comput Sci 2024): losslessly compressing NNs to computer code and discovering new …☆92Updated last year
- ☆52Updated 2 years ago
- AI-driven discovery of new Gravitational Wave Detectors☆25Updated last year
- You should use PySR to find scaling laws. Here's an example.☆33Updated last year
- Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network☆79Updated last year
- Symbolic regression is the task of identifying a mathematical expression that best fits a provided dataset of input and output values. In…☆52Updated 3 years ago
- ☆68Updated last year
- [ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-t…☆57Updated 10 months ago
- An AI Tool for Automated Research Question and Hypothesis Generation from a given Scientific Literature☆35Updated 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…☆165Updated 3 weeks ago
- ☆30Updated 11 months ago
- A living benchmark framework for symbolic regression☆269Updated 3 weeks ago
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆172Updated 8 months ago
- Fully and Partially Bayesian Neural Nets☆75Updated 4 months ago
- Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX☆41Updated last year
- Tutorial notebooks for SciFM24☆11Updated last year
- AI Physicist, a paradigm with algorithms for learning theories from data, by Wu and Tegmark (2019)☆34Updated 4 years ago
- PyTorch implementation of the EQL network, a neural network for symbolic regression☆41Updated 4 years ago
- ☆37Updated last year