Official Repository for LLAMBO "Large Language Models to Enhance Bayesian Optimization"
☆102Dec 18, 2024Updated last year
Alternatives and similar repositories for LLAMBO
Users that are interested in LLAMBO are comparing it to the libraries listed below
Sorting:
- BayesOpt + LIFT☆73May 15, 2025Updated 9 months ago
- Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks☆19Jun 29, 2025Updated 8 months ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆42Apr 24, 2020Updated 5 years ago
- ☆11Jun 11, 2025Updated 8 months ago
- ☆12Mar 21, 2024Updated last year
- [IJCAI'23] Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen …☆10Mar 9, 2024Updated last year
- Official implementation for the paper "Sample-Then-Optimize Batch Neural Thompson Sampling", published at NeurIPS 2022.☆10Oct 13, 2022Updated 3 years ago
- [CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification☆10Mar 20, 2023Updated 2 years ago
- ☆11Oct 25, 2021Updated 4 years ago
- ☆12Sep 24, 2024Updated last year
- Official implementation for the paper "Quantum Bayesian Optimization" accepted to NeurIPS 2023.☆12Jan 7, 2024Updated 2 years ago
- Quantifying Pairwise Chemical Similarity for Polymers☆15Jan 23, 2024Updated 2 years ago
- code for BINOCULARS and Multi-Step BO☆12Dec 7, 2020Updated 5 years ago
- [NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations☆13Apr 25, 2023Updated 2 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆52Sep 16, 2021Updated 4 years ago
- ☆32Jul 10, 2023Updated 2 years ago
- Automated synthetic microbial Community Design☆13Mar 26, 2021Updated 4 years ago
- The repository contains code for the project "Explain the uncertain: Stochastic Shapley Values for Gaussian Process Models"☆16Jul 30, 2024Updated last year
- This repository contains the training routines and the experiments presented in the paper "Graph Neural Networks for the prediction of in…☆13Jul 12, 2023Updated 2 years ago
- ☆11May 27, 2019Updated 6 years ago
- [NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benc…☆16Nov 12, 2023Updated 2 years ago
- Active learning of extreme events using deep neural operators.☆17Nov 10, 2022Updated 3 years ago
- Probing the limitations of multimodal language models for chemistry and materials research☆23Feb 1, 2026Updated last month
- This repository contains the dataset and code for our ACL'23 publication: "MatSci-NLP: Evaluating Scientific Language Models on Materials…☆16Nov 21, 2023Updated 2 years ago
- [NeurIPS 24] Can LLMs Solve Molecule Puzzles? A Multimodal Benchmark for Molecular Structure Elucidation☆18Jan 2, 2026Updated 2 months ago
- Stochastic variational heteroscedastic Gaussian process☆15Mar 29, 2019Updated 6 years ago
- ☆41Sep 30, 2025Updated 5 months ago
- The open source implementation of "Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers"☆19Mar 11, 2024Updated last year
- Jupyter Book source files for MSD summer research internship.☆22Jul 6, 2023Updated 2 years ago
- Unified machine learning model for predicting polymer properties through human language instructions☆27May 6, 2025Updated 10 months ago
- PiFlow: Principle-aware Scientific Discovery with Multi-Agent Collaboration☆41Jan 7, 2026Updated 2 months ago
- ☆223Jul 25, 2024Updated last year
- Codebase to drive the Perovskite Automated Spin Coat Assembly Line (PASCAL) in the Fenning research group.☆22Updated this week
- A knowledge graph unifying computational and experimental data for MOFs☆44Nov 14, 2025Updated 3 months ago
- PyTorch implementation of "Online Hyperparameter Optimization for Class-Incremental Learning" (AAAI 2023 Oral)☆17Jun 30, 2023Updated 2 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆76Oct 18, 2022Updated 3 years ago
- Official Code for What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks (In NeurIPS 2023)☆169Jul 26, 2024Updated last year
- Uncertainty-aware classification.☆17Jun 28, 2022Updated 3 years ago
- Materials Science Understanding Large Language Model☆35Feb 10, 2026Updated 3 weeks ago