jonppe / funsearchLinks
Simple working implementation for google-deepmind FunSearch algorithm
☆20Updated last year
Alternatives and similar repositories for funsearch
Users that are interested in funsearch are comparing it to the libraries listed below
Sorting:
- [ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Lan…☆150Updated this week
- Controlled Online Optimization Learning (COOL): Finding the Ground State of Spin Hamiltonians with Reinforcement Learning (arXiv:2003.000…☆13Updated 5 years ago
- [ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models☆52Updated last month
- ☆49Updated last month
- Code for☆27Updated 7 months ago
- SR based on LLMs.☆108Updated 2 years ago
- Evaluation of neuro-symbolic engines☆38Updated 11 months ago
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆73Updated 8 months ago
- [ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-t…☆56Updated 8 months ago
- Code for Neural Execution Engines: Learning to Execute Subroutines☆17Updated 4 years ago
- Deep Generative Symbolic Regression Code☆25Updated last year
- ☆11Updated 2 years ago
- ☆11Updated last year
- Abstract Reasoning with Graph Abstractions (ARGA) implementation☆61Updated last year
- symbolic regression☆39Updated 2 years ago
- [DMLR] Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery☆34Updated last year
- [ICLR 2025] Code for the paper "Implicit Search via Discrete Diffusion: A Study on Chess"☆29Updated 4 months ago
- [ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More☆13Updated last year
- Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation☆44Updated last year
- Learning Universal Predictors☆77Updated 11 months ago
- Official Implementation of Memento☆18Updated 7 months ago
- Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆20Updated last month
- the official repository of the paper unsupervised learning for combinatorial optimization needs meta learning☆9Updated 2 years ago
- Genetic programming using LLMs☆35Updated 4 months ago
- ☆23Updated last year
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆67Updated 2 years ago
- Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (…☆23Updated last month
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆17Updated 7 months ago
- Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.☆244Updated last year
- Brain-Inspired Modular Training (BIMT), a method for making neural networks more modular and interpretable.☆171Updated 2 years ago