jpfolch / MFBoomLinks
☆10Updated 2 years ago
Alternatives and similar repositories for MFBoom
Users that are interested in MFBoom are comparing it to the libraries listed below
Sorting:
- Lightweight tools for experimental design and multi-objective optimization.☆29Updated 5 months ago
- Mixed Variable Multi-Objective Optimisation☆20Updated 4 years ago
- Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".☆17Updated last year
- ☆96Updated this week
- hierachical automation of the natural sciences☆23Updated 10 months ago
- ☆11Updated 3 months ago
- Multiobjective black-box optimization using gradient-boosted trees☆61Updated 9 months ago
- Uncertainty Quantification for Materials Property Prediction: a Benchmark Study☆17Updated last year
- Experimental design and Bayesian optimization library in Python/PyTorch☆55Updated last year
- Building a Fischer–Tropsch reactive distillation simulator using Pyomo☆14Updated 7 years ago
- Hybrid Modeling Framework☆25Updated 2 years ago
- Multiobjective active learning with tunable accuracy/efficiency tradeoff and clear stopping criterion.☆41Updated 9 months ago
- Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration☆31Updated last week
- Optimising chemical reactions using machine learning☆138Updated last year
- Zooming Memory Based Initialization (ZoMBI) algorithm for discovery of optima within challenging needle-in-a-haystack (extreme data imbal…☆19Updated last year
- ☆19Updated last year
- ☆27Updated 11 months ago
- Olympus: a benchmarking framework for noisy optimization and experiment planning☆91Updated last year
- ☆58Updated 2 years ago
- Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020)☆14Updated 3 years ago
- Heteroscedastic Bayesian Optimisation in Numpy☆22Updated 2 years ago
- (NeurIPS 2022) Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination☆19Updated 2 years ago
- Experimental design and (multi-objective) bayesian optimization.☆344Updated this week
- A demo code for implementation of differentiable thermodynamic modeling in JAX.☆10Updated 4 years ago
- Illustrating how to publish battery data☆13Updated 6 months ago
- Golem: an algorithm for robust experiment and process optimization☆18Updated 4 years ago
- scalable multi-fidelity machine learning☆10Updated 4 years ago
- Quantum mechanical descriptor generation☆55Updated 5 years ago
- Python code for the paper Bayesian Optimization of Nanoporous Materials.☆22Updated 2 years ago
- Benchmarking☆31Updated 4 years ago