jonppe / funsearchLinks
Simple working implementation for google-deepmind FunSearch algorithm
☆23Updated 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…☆202Updated 5 months ago
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆79Updated last year
- SR based on LLMs.☆124Updated 3 years ago
- [ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models☆90Updated 5 months ago
- Learning Universal Predictors☆81Updated last year
- ☆63Updated 3 months ago
- [ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-t…☆58Updated last year
- A long-horizon, sparse-reward math environment for reinforcement learning. Official code repo for "What makes Math problems hard for rein…☆31Updated 5 months ago
- A virtual environment for developing and evaluating automated scientific discovery agents.☆199Updated 10 months ago
- Brain-Inspired Modular Training (BIMT), a method for making neural networks more modular and interpretable.☆174Updated 2 years ago
- Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.☆252Updated last year
- unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"☆83Updated 3 years ago
- Evaluation of neuro-symbolic engines☆41Updated last year
- Latent Program Network (from the "Searching Latent Program Spaces" paper)☆107Updated last month
- ☆238Updated last month
- ☆69Updated 9 months ago
- [DMLR] Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery☆38Updated last year
- Symbolic regression is the task of identifying a mathematical expression that best fits a provided dataset of input and output values. In…☆55Updated 4 years ago
- Generative Flow Networks - GFlowNet☆307Updated this week
- Abstract Reasoning with Graph Abstractions (ARGA) implementation☆61Updated last year
- Genetic programming using LLMs☆56Updated 10 months ago
- ☆512Updated last week
- Materials for ConceptARC paper☆111Updated last year
- Training and inference code for "Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning"☆43Updated 11 months ago
- ☆23Updated last year
- The official implementation of "Self-play LLM Theorem Provers with Iterative Conjecturing and Proving"☆116Updated 9 months ago
- ☆74Updated 3 years ago
- Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…☆20Updated last year
- Solving the Abstraction & Reasoning Corpus with DreamCoder☆57Updated last year
- Deep Generative Symbolic Regression Code☆28Updated 2 years ago