jpfolch / MFBoom
☆10Updated last year
Related projects ⓘ
Alternatives and complementary repositories for MFBoom
- Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".☆15Updated 9 months ago
- Lightweight tools for experimental design and multi-objective optimization.☆28Updated last year
- Mixed Variable Multi-Objective Optimisation☆18Updated 3 years ago
- Uncertainty Quantification for Materials Property Prediction: a Benchmark Study☆14Updated 2 months ago
- Multiobjective black-box optimization using gradient-boosted trees☆56Updated 4 months ago
- Development repository for Kipet.☆20Updated 2 years ago
- Olympus: a benchmarking framework for noisy optimization and experiment planning☆81Updated 9 months ago
- hierachical automation of the natural sciences☆20Updated 10 months ago
- Golem: an algorithm for robust experiment and process optimization☆16Updated 3 years ago
- ☆19Updated 3 months ago
- Heteroscedastic Bayesian Optimisation in Numpy☆21Updated last year
- A study of reinforcement learning algorithms for fed-batch bioprocessesing☆12Updated 4 years ago
- Optimising chemical reactions using machine learning☆120Updated 2 months ago
- Better Data Splits for Machine Learning☆63Updated last month
- Hybrid Modeling Framework☆23Updated last year
- A brain for self-driving laboratories☆26Updated last year
- ☆78Updated 5 months ago
- Design of experiments for model discrimination using Gaussian process surrogate models☆36Updated 5 years ago
- Multiobjective active learning with tunable accuracy/efficiency tradeoff and clear stopping criterion.☆38Updated last month
- Zooming Memory Based Initialization (ZoMBI) algorithm for discovery of optima within challenging needle-in-a-haystack (extreme data imbal…☆16Updated 8 months ago
- P. Petsagkourakis, I. O. Sandoval, E. Bradford, D. Zhang, E.A. del Rio-Chanona, Reinforcement learning for batch bioprocess optimization,…☆12Updated 2 years ago
- ☆18Updated last year
- Experimental design and Bayesian optimization library in Python/PyTorch☆50Updated 3 months ago
- ☆51Updated last year
- Library for training Gaussian Processes on Molecules☆36Updated 2 years ago
- Experimental Design via Bayesian Optimization☆125Updated 2 years ago
- Python code for the paper Bayesian Optimization of Nanoporous Materials.☆21Updated last year
- Quantum mechanical descriptor generation☆52Updated 4 years ago
- Reinforcement learning for chemical engineering process design with Aspen Simulator.☆9Updated last year
- Sparse Linear Regression Models☆15Updated this week