experimental-design / bofire
Experimental design and (multi-objective) bayesian optimization.
☆252Updated this week
Alternatives and similar repositories for bofire:
Users that are interested in bofire are comparing it to the libraries listed below
- Official implementation of the paper “Limeade: Let integer molecular encoding aid”☆29Updated 2 months ago
- Bayesian Optimization and Design of Experiments☆294Updated this week
- Lightweight tools for experimental design and multi-objective optimization.☆29Updated last year
- Optimising chemical reactions using machine learning☆125Updated 4 months ago
- Olympus: a benchmarking framework for noisy optimization and experiment planning☆84Updated 2 months ago
- Mixed Variable Multi-Objective Optimisation☆19Updated 3 years ago
- A tool to optimize real world problems☆79Updated last week
- Algorithmic process optimization and AI experiment design☆29Updated 3 months ago
- Gaussian Processes for Experimental Sciences☆217Updated 3 months ago
- Experimental Design via Bayesian Optimization☆126Updated 2 years ago
- Experimental design and Bayesian optimization library in Python/PyTorch☆51Updated 5 months ago
- A Bayesian optimization toolbox built on TensorFlow☆226Updated this week
- A Library for Gaussian Processes in Chemistry☆221Updated 3 months ago
- Benchmarking☆26Updated 3 years ago
- ☆54Updated last year
- Better Data Splits for Machine Learning☆68Updated 4 months ago
- Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration☆22Updated this week
- Design of experiments for Python☆154Updated last year
- Python package for flexible generation of D-optimal experimental designs☆12Updated last year
- Hybrid Modeling Framework☆23Updated 2 years ago
- Multiobjective black-box optimization using gradient-boosted trees☆56Updated 3 weeks ago
- Honegumi (骨組み) is an interactive "skeleton code" generator for API tutorials focusing on optimization packages.☆38Updated this week
- Reinforcement learning environments for process control applications.☆42Updated this week
- hierachical automation of the natural sciences☆20Updated last week
- Hands-on material for a Machine Learning in Chemical Engineering course☆95Updated last year
- EDBO+. Bayesian reaction optimization as a tool for chemical synthesis.☆64Updated 7 months ago
- List of papers on robust Bayesian optimization☆17Updated 3 years ago
- This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).☆97Updated 4 years ago
- Materials for ACerS Automated Experiment Course☆20Updated 9 months ago