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pypi.org "bayesian-optimization" keyword

View the packages on the pypi.org package registry that are tagged with the "bayesian-optimization" keyword.

Top 4.5% on pypi.org
polyaxon-deploy 1.0.3
Polyaxon deployment and serving tools: streams, sandbox, ML-API, and spaces.
33 versions - Latest release: over 2 years ago - 1 dependent package - 13 dependent repositories - 829 downloads last month - 3,630 stars on GitHub - 2 maintainers
Top 1.4% on pypi.org
auto-sklearn 0.15.0
Automated machine learning.
42 versions - Latest release: over 2 years ago - 8 dependent packages - 83 dependent repositories - 17.4 thousand downloads last month - 7,392 stars on GitHub - 3 maintainers
Top 0.6% on pypi.org
bayesian-optimization 2.0.3
Bayesian Optimization package
21 versions - Latest release: 4 months ago - 51 dependent packages - 507 dependent repositories - 452 thousand downloads last month - 7,261 stars on GitHub - 3 maintainers
hypertunity 1.0.1
A toolset for distributed black-box hyperparameter optimisation.
3 versions - Latest release: about 5 years ago - 2 dependent repositories - 129 downloads last month - 136 stars on GitHub - 1 maintainer
aifs-nni 1.9.5
Neural Network Intelligence package
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 116 downloads last month - 14,163 stars on GitHub - 3 maintainers
nni-upload-test 0.7.1904290925
Neural Network Intelligence package
2 versions - Latest release: almost 6 years ago - 1 dependent repositories - 115 downloads last month - 14,163 stars on GitHub - 1 maintainer
nni-sdk-yds 0.3.7
Python SDK for Neural Network Intelligence project
3 versions - Latest release: over 6 years ago - 1 dependent repositories - 67 downloads last month - 14,163 stars on GitHub - 1 maintainer
nas-bench-graph 1.4.0
NAS benchmark for graph data
5 versions - Latest release: over 2 years ago - 232 downloads last month - 14,163 stars on GitHub - 1 maintainer
nni-sdkv04 0.4.1
Python SDK for Neural Network Intelligence project
2 versions - Latest release: over 6 years ago - 1 dependent repositories - 54 downloads last month - 14,163 stars on GitHub - 1 maintainer
nni-daily 1.5.2005180104
Neural Network Intelligence package
58 versions - Latest release: almost 5 years ago - 1 dependent repositories - 1.07 thousand downloads last month - 14,163 stars on GitHub - 1 maintainer
xnni 0.7.4
Neural Network Intelligence package for nitrogen
5 versions - Latest release: almost 6 years ago - 1 dependent repositories - 104 downloads last month - 14,163 stars on GitHub - 1 maintainer
nnisgf 0.4
Neural Network Intelligence package
1 version - Latest release: over 6 years ago - 1 dependent repositories - 32 downloads last month - 14,163 stars on GitHub - 1 maintainer
nnisgf-sdk 0.4
Python SDK for Neural Network Intelligence project
1 version - Latest release: over 6 years ago - 1 dependent repositories - 29 downloads last month - 14,163 stars on GitHub - 1 maintainer
nni-yds 0.3.7
Neural Network Intelligence package
2 versions - Latest release: over 6 years ago - 1 dependent repositories - 45 downloads last month - 14,163 stars on GitHub - 1 maintainer
nniv04 0.4.1
Neural Network Intelligence package
2 versions - Latest release: over 6 years ago - 1 dependent repositories - 61 downloads last month - 14,163 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
nni 2.10.1
Neural Network Intelligence project
36 versions - Latest release: almost 2 years ago - 16 dependent packages - 102 dependent repositories - 26.7 thousand downloads last month - 13,970 stars on GitHub - 1 maintainer
peuqse 1.2.8
This is the PEUQSE package which stands for Chemical Kinetics Parameter Estimation and Uncertaint...
25 versions - Latest release: 6 months ago - 1 dependent repositories - 929 downloads last month - 14 stars on GitHub - 2 maintainers
df-autosk 0.0.4 💰
A CascadeForestClassifier extension of AutoSklearn classifier
4 versions - Latest release: over 1 year ago - 202 downloads last month - 7,797 stars on GitHub - 1 maintainer
nestedhyperboost 0.0.3
A wrapper for conducting Nested Cross-Validation with Bayesian Hyper-Parameter Optimized Gradient...
2 versions - Latest release: about 5 years ago - 1 dependent repositories - 106 downloads last month - 20 stars on GitHub - 1 maintainer
baybe 0.13.0
A Bayesian Back End for Design of Experiments
21 versions - Latest release: 3 days ago - 1 dependent repositories - 1.61 thousand downloads last month - 172 stars on GitHub - 4 maintainers
lkauto 0.1.1
LensKit-Auto is built as a wrapper around the Python LensKit recommender-system library. It autom...
2 versions - Latest release: over 1 year ago - 94 downloads last month - 1 stars on GitHub - 1 maintainer
soln-ml 1.0.2
Soln-ML: Towards Self-Learning AutoML System.
1 version - Latest release: almost 5 years ago - 1 dependent repositories - 78 downloads last month - 58 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
smac 2.3.1 💰
SMAC3, a Python implementation of 'Sequential Model-based Algorithm Configuration'.
51 versions - Latest release: 30 days ago - 16 dependent packages - 129 dependent repositories - 17.4 thousand downloads last month - 1,081 stars on GitHub - 11 maintainers
congruent 0.0.8
A CLI for interacting with LLMs, with tracking, validation, integrations, and UI.
9 versions - Latest release: 2 months ago - 1 dependent repositories - 447 downloads last month - 2 maintainers
scikit-optimize-fix 0.9.1
Sequential model-based optimization toolbox. Forked to fix a deprecation for NumPy>1.24.
1 version - Latest release: almost 2 years ago - 1 dependent repositories - 92 downloads last month - 2,766 stars on GitHub - 1 maintainer
scikit-optimizer 0.9.1
Sequential model-based optimization toolbox.
1 version - Latest release: almost 2 years ago - 1 dependent package - 282 downloads last month - 2,766 stars on GitHub - 1 maintainer
dh-scikit-optimize 0.9.6
A Modified version of scikit-optimize a Sequential model-based optimization toolbox for DeepHyper.
11 versions - Latest release: about 3 years ago - 1 dependent package - 2 dependent repositories - 458 downloads last month - 2,766 stars on GitHub - 1 maintainer
skoptimize 0.9.0
Sequential model-based optimization toolbox.
1 version - Latest release: 8 months ago - 214 downloads last month - 2,763 stars on GitHub - 1 maintainer
dillinger 1.0.0.dev1
Bayesian optimization for iterated multi-armed bandit experiments.
1 version - Latest release: over 7 years ago - 1 dependent repositories - 52 downloads last month - 2 stars on GitHub - 1 maintainer
minitrade-scikit-optimize 0.9.2
Sequential model-based optimization toolbox.
2 versions - Latest release: over 1 year ago - 1 dependent package - 203 downloads last month - 2,763 stars on GitHub - 1 maintainer
Top 7.2% on pypi.org
syne-tune 0.13.0
Distributed Hyperparameter Optimization on SageMaker
18 versions - Latest release: about 1 year ago - 3 dependent repositories - 6.13 thousand downloads last month - 403 stars on GitHub - 3 maintainers
my-opt 0.6.6
Asynchrone hyperparameter optimization
6 versions - Latest release: almost 6 years ago - 1 dependent repositories - 169 downloads last month - 122 stars on GitHub - 1 maintainer
hpbandster-sklearn 2.0.2
A scikit-learn wrapper for HpBandSter hyper parameter search
7 versions - Latest release: over 2 years ago - 1 dependent repositories - 307 downloads last month - 22 stars on GitHub - 1 maintainer
nextorch 0.4.0
Experimental design and Bayesian optimization library in Python/PyTorch
11 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 271 downloads last month - 51 stars on GitHub - 2 maintainers
dpareto 0.1.4
Automatic Discovery of Privacy-Utility Pareto Fronts
5 versions - Latest release: almost 5 years ago - 1 dependent repositories - 146 downloads last month - 27 stars on GitHub - 1 maintainer
bopt 0.1.0
Bayesian Optimization
1 version - Latest release: almost 6 years ago - 63 downloads last month - 6 stars on GitHub - 1 maintainer
approxposterior 0.4
Gaussian Process Approximation to Posterior Distributions
6 versions - Latest release: over 5 years ago - 1 dependent repositories - 298 downloads last month - 42 stars on GitHub - 1 maintainer
mipego 2.0.0
Mixed Integer Parallel - Efficient Global Optimization with GPU support
11 versions - Latest release: over 3 years ago - 1 dependent repositories - 401 downloads last month - 34 stars on GitHub - 2 maintainers
gpim 0.3.9
Gaussian processes for image analysis
14 versions - Latest release: about 4 years ago - 1 dependent repositories - 485 downloads last month - 55 stars on GitHub - 1 maintainer
boax 0.2.0
Boax is a Bayesian Optimization library for JAX.
9 versions - Latest release: 2 months ago - 403 downloads last month - 5 stars on GitHub - 1 maintainer
tsroots 0.1.22
Optimizing Posterior Samples for Bayesian Optimization via Rootfinding
6 versions - Latest release: about 1 month ago - 250 downloads last month - 6 stars on GitHub - 1 maintainer
Top 8.0% on pypi.org
modal-python 0.4.1
A modular active learning framework for Python3
13 versions - Latest release: almost 2 years ago - 1 dependent repositories - 5.52 thousand downloads last month - 1,913 stars on GitHub - 1 maintainer
Top 6.1% on pypi.org
arm-mango 1.5.1
parallel bayesian optimization over complex search spaces
10 versions - Latest release: 8 months ago - 6 dependent repositories - 15.9 thousand downloads last month - 413 stars on GitHub - 1 maintainer
Top 7.6% on pypi.org
hyperactive 4.8.0
An optimization and data collection toolbox for convenient and fast prototyping of computationall...
80 versions - Latest release: 8 months ago - 3 dependent packages - 1 dependent repositories - 3.86 thousand downloads last month - 512 stars on GitHub - 1 maintainer
hbayes 0.0.1
Bayesian Optimization package
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 52 downloads last month - 2 stars on GitHub - 1 maintainer
Top 9.8% on pypi.org
haupt 2.7.0
Lineage metadata API, artifacts streams, sandbox, ML-API, and spaces for Polyaxon.
151 versions - Latest release: about 2 months ago - 1 dependent package - 3.71 thousand downloads last month - 453 stars on GitHub - 1 maintainer
mattomer 0.4.2
A modular active learning framework for Python3
1 version - Latest release: 8 months ago - 52 downloads last month - 2,215 stars on GitHub - 1 maintainer
calisim 0.4.0
A toolbox for the calibration and evaluation of simulation models.
8 versions - Latest release: 14 days ago - 1.07 thousand downloads last month - 13 stars on GitHub - 1 maintainer
diego 0.2.7
Diego: Data IntElliGence Out.
26 versions - Latest release: about 4 years ago - 1 dependent repositories - 852 downloads last month - 8 stars on GitHub - 1 maintainer
bayex 0.2.2
Minimal Bayesian Optimization Implementation with Gaussian Processes written in JAX.
8 versions - Latest release: 3 months ago - 1 dependent repositories - 321 downloads last month - 92 stars on GitHub - 1 maintainer
Top 6.5% on pypi.org
hypertune 1.2.0
A library for performing hyperparameter optimization with Polyaxon.
76 versions - Latest release: 4 months ago - 2 dependent packages - 2 dependent repositories - 17.4 thousand downloads last month - 63 stars on GitHub - 2 maintainers
Top 2.2% on pypi.org
hpbandster 0.7.4 💰
HyPerBAND on STERoids, a distributed Hyperband implementation with lots of room for improvement
8 versions - Latest release: over 6 years ago - 4 dependent packages - 244 dependent repositories - 12.7 thousand downloads last month - 616 stars on GitHub - 1 maintainer
Top 2.2% on pypi.org
tune-sklearn 0.5.0
A drop-in replacement for Scikit-Learn's GridSearchCV / RandomizedSearchCV with cutting edge hype...
23 versions - Latest release: over 1 year ago - 4 dependent packages - 203 dependent repositories - 25.5 thousand downloads last month - 468 stars on GitHub - 4 maintainers
matbench-discovery 1.3.1 💰
A benchmark for machine learning energy models on inorganic crystal stability prediction from unr...
10 versions - Latest release: 7 months ago - 985 downloads last month - 141 stars on GitHub - 1 maintainer
pyrff 2.0.3
Implementation of random fourier feature (RFF) approximations and Thompson sampling.
6 versions - Latest release: about 1 month ago - 1 dependent package - 3 dependent repositories - 951 downloads last month - 26 stars on GitHub - 1 maintainer
mat_discover 2.2.9
Data-driven materials discovery based on composition or structure.
33 versions - Latest release: almost 2 years ago - 813 downloads last month - 39 stars on GitHub - 1 maintainer
bayeso 0.6.0
Simple, but essential Bayesian optimization package
16 versions - Latest release: about 1 year ago - 1 dependent repositories - 666 downloads last month - 94 stars on GitHub - 1 maintainer
pybads 1.0.5
Bayesian Adaptive Direct Search in Python.
9 versions - Latest release: 10 months ago - 863 downloads last month - 72 stars on GitHub - 2 maintainers
pyibs 0.1.0
Inverse Binomial Sampling in Python.
1 version - Latest release: almost 2 years ago - 45 downloads last month - 72 stars on GitHub - 1 maintainer
piglot 0.5.1
A package for the optimisation of numerical responses
7 versions - Latest release: about 2 months ago - 286 downloads last month - 19 stars on GitHub - 2 maintainers
tuningdeap 0.0.5
A package to tune Machine Learning hyperparameters with config files
5 versions - Latest release: over 5 years ago - 1 dependent repositories - 121 downloads last month - 1 stars on GitHub - 1 maintainer
Top 3.8% on pypi.org
gradient-free-optimizers 1.7.1
Simple and reliable optimization with local, global, population-based and sequential techniques i...
54 versions - Latest release: 4 months ago - 5 dependent packages - 5 dependent repositories - 6.41 thousand downloads last month - 1,204 stars on GitHub - 1 maintainer
pyoptquest 9.1.3.5b0
A python wrapper around the OptQuest library; see more at https://www.opttek.com/products/optquest/
5 versions - Latest release: 5 months ago - 132 downloads last month - 1,204 stars on GitHub - 1 maintainer
cvopt 0.4.3
Parameter search and feature selection's class, Integrated visualization and archive log.
6 versions - Latest release: over 5 years ago - 1 dependent repositories - 222 downloads last month - 13 stars on GitHub - 1 maintainer
mopti 0.10.10
Tools for experimental design and multi-objective optimization
14 versions - Latest release: about 2 years ago - 3 dependent packages - 4 dependent repositories - 1.69 thousand downloads last month - 29 stars on GitHub - 2 maintainers
Top 9.6% on pypi.org
bask 0.10.9 💰
A fully Bayesian implementation of sequential model-based optimization
33 versions - Latest release: almost 2 years ago - 1 dependent package - 3 dependent repositories - 968 downloads last month - 39 stars on GitHub - 1 maintainer
google-vizier-dev 0.1.24.dev20250408190338
Open Source Vizier: Distributed service framework for blackbox optimization and research.
140 versions - Latest release: 11 days ago - 4.14 thousand downloads last month - 1,466 stars on GitHub - 1 maintainer
Top 4.8% on pypi.org
google-vizier 0.1.24
Open Source Vizier: Distributed service framework for blackbox optimization and research.
46 versions - Latest release: 3 months ago - 4 dependent packages - 2 dependent repositories - 33.6 thousand downloads last month - 1,466 stars on GitHub - 1 maintainer
bofire 0.1.0
Experimental design and (multi-objective) bayesian optimization.
19 versions - Latest release: 10 days ago - 1 dependent package - 1 dependent repositories - 880 downloads last month - 188 stars on GitHub - 4 maintainers
obsidian-apo 0.8.6
Automated experiment design and black-box optimization
7 versions - Latest release: 30 days ago - 418 downloads last month - 31 stars on GitHub - 2 maintainers
ytopt 0.0.1
Model-based search software for autotuning.
1 version - Latest release: over 6 years ago - 1 dependent repositories - 45 downloads last month - 42 stars on GitHub - 2 maintainers
Top 4.2% on pypi.org
emukit 0.4.11
Toolkit for decision making under uncertainty.
10 versions - Latest release: 7 months ago - 5 dependent packages - 9 dependent repositories - 19.7 thousand downloads last month - 565 stars on GitHub - 3 maintainers
summit 0.8.9
Tools for optimizing chemical processes
14 versions - Latest release: about 2 years ago - 3 dependent repositories - 1.03 thousand downloads last month - 126 stars on GitHub - 2 maintainers
nestedhyperline 0.0.6
A wrapper for conducting Nested Cross-Validation for Bayesian Optimized Linear Regularization
5 versions - Latest release: almost 5 years ago - 1 dependent repositories - 216 downloads last month - 2 stars on GitHub - 1 maintainer
gpax 0.1.8
Gaussian processes in NumPyro and JAX
12 versions - Latest release: about 1 year ago - 1 dependent repositories - 603 downloads last month - 192 stars on GitHub - 1 maintainer
mindware 0.5.0
MindWare: Towards Efficient AutoML System.
1 version - Latest release: almost 4 years ago - 1 dependent repositories - 63 downloads last month - 58 stars on GitHub - 1 maintainer
entmoot 2.0.6
Multiobjective black-box optimization using gradient-boosted trees
16 versions - Latest release: about 1 month ago - 2 dependent packages - 2 dependent repositories - 1.86 thousand downloads last month - 56 stars on GitHub - 4 maintainers
Top 8.0% on pypi.org
bayesmark 0.0.8
Bayesian optimization benchmark system
9 versions - Latest release: over 4 years ago - 6 dependent repositories - 880 downloads last month - 144 stars on GitHub - 1 maintainer
configtune 0.0.8
A package to tune parameters with config files: designed with machine learning hyperparameter tun...
4 versions - Latest release: over 5 years ago - 1 dependent repositories - 93 downloads last month - 1 stars on GitHub - 1 maintainer
bore 1.5.0
Bayesian Optimization by Density-Ratio Estimation
11 versions - Latest release: over 3 years ago - 1 dependent repositories - 392 downloads last month - 23 stars on GitHub - 1 maintainer
Top 7.3% on pypi.org
bayes-optim 0.3.0
A Bayesian Optimization Library
16 versions - Latest release: almost 2 years ago - 1 dependent package - 3 dependent repositories - 1 thousand downloads last month - 99 stars on GitHub - 1 maintainer
gpflowopt 0.1.1
Bayesian Optimization with GPflow
1 version - Latest release: almost 6 years ago - 1 dependent repositories - 52 downloads last month - 264 stars on GitHub - 1 maintainer
gpflowopt-master 0.1.1
Bayesian Optimization with GPflow
1 version - Latest release: about 5 years ago - 1 dependent repositories - 57 downloads last month - 264 stars on GitHub - 1 maintainer
Top 4.8% on pypi.org
pysot 0.3.3
Surrogate Optimization Toolbox
45 versions - Latest release: almost 5 years ago - 3 dependent packages - 8 dependent repositories - 1.97 thousand downloads last month - 208 stars on GitHub - 1 maintainer
argsearch 0.3.0
Run a command many times with different combinations of its inputs.
5 versions - Latest release: over 4 years ago - 1 dependent repositories - 190 downloads last month - 7 stars on GitHub - 1 maintainer
beebo 0.0.2
Batched Energy-Entropy acquistion for Bayesian optimization
2 versions - Latest release: 9 months ago - 88 downloads last month - 7 stars on GitHub - 1 maintainer
bocoel 0.1.4
Bayesian Optimization as a Coverage Tool for Evaluating Large Language Models
10 versions - Latest release: 5 months ago - 301 downloads last month - 280 stars on GitHub - 1 maintainer
self-driving-lab-demo 0.8.10
Software and instructions for setting up and running an autonomous (self-driving) laboratory opti...
29 versions - Latest release: 7 months ago - 443 downloads last month - 75 stars on GitHub - 1 maintainer
Top 8.6% on pypi.org
openbox 0.8.4
Efficient and generalized blackbox optimization (BBO) system
18 versions - Latest release: 7 months ago - 1 dependent package - 7 dependent repositories - 908 downloads last month - 400 stars on GitHub - 3 maintainers
Top 8.0% on pypi.org
parameter-sherpa 1.0.6
Hyperparameter Optimization for Machine Learning Models.
8 versions - Latest release: over 5 years ago - 6 dependent repositories - 311 downloads last month - 337 stars on GitHub - 1 maintainer
physbo 2.1.0
optimization tool for PHYSics based on Bayesian Optimization
11 versions - Latest release: 3 months ago - 4 dependent packages - 1 dependent repositories - 1.13 thousand downloads last month - 74 stars on GitHub - 1 maintainer
apyxl 0.1.4
A Python package for data analysis and model optimization.
5 versions - Latest release: 7 months ago - 119 downloads last month - 0 stars on GitHub - 1 maintainer
cnkalman 0.1.14
Support tools for cnkalman
14 versions - Latest release: about 2 years ago - 1.21 thousand downloads last month - 21 stars on GitHub - 1 maintainer
insolver 0.4.29
Insolver is low-code machine learning library, initially created for the insurance industry.
34 versions - Latest release: 7 months ago - 1 dependent repositories - 512 downloads last month - 18 stars on GitHub - 1 maintainer
ultraopt 0.1.1
Distributed Asynchronous Hyperparameter Optimization Better than HyperOpt
2 versions - Latest release: over 4 years ago - 1 dependent package - 1 dependent repositories - 56 downloads last month - 107 stars on GitHub - 1 maintainer
autocluster 0.5.3
Automated machine learning toolkit for performing clustering tasks.
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 117 downloads last month - 54 stars on GitHub - 2 maintainers
hyperengine 0.1.1
Python library for Bayesian hyper-parameters optimization
1 version - Latest release: about 7 years ago - 6 dependent repositories - 37 downloads last month - 89 stars on GitHub - 1 maintainer
pyrameter 0.3.5
Structure, sample, and savor hyperparameter searches
32 versions - Latest release: almost 3 years ago - 2 dependent repositories - 466 downloads last month - 3 stars on GitHub - 1 maintainer
rctorch 0.91
A Python 3 toolset for creating and optimizing Echo State Networks. This library is an extension ...
8 versions - Latest release: over 2 years ago - 1 dependent repositories - 270 downloads last month - 44 stars on GitHub - 1 maintainer
Top 5.6% on pypi.org
octis 1.14.0
OCTIS: a library for Optimizing and Comparing Topic Models.
35 versions - Latest release: 9 months ago - 2 dependent packages - 3 dependent repositories - 3.24 thousand downloads last month - 690 stars on GitHub - 1 maintainer
Related Keywords
machine-learning 62 hyperparameter-optimization 55 python 35 hyperparameter-tuning 33 optimization 33 automl 26 deep-learning 26 data-science 22 automated-machine-learning 21 pytorch 19 tensorflow 18 scikit-learn 17 feature-engineering 16 mlops 15 neural-architecture-search 15 machine-learning-algorithms 14 distributed 14 neural-network 14 model-compression 12 nas 12 deep-neural-network 12 visualization 11 hyperparameter-search 11 gaussian-processes 11 active-learning 10 hyperparameter 8 blackbox-optimization 8 neural-networks 7 experimental-design 6 Bayesian optimization 6 ai 6 bayesopt 6 evolutionary-algorithms 5 artificial-intelligence 5 sequential-recommendation 5 scientific-visualization 5 scientific-computing 5 hacktoberfest 5 binder 5 hyperopt 5 bayesian-inference 4 hyperparameters 4 constrained-optimization 4 machinelearning 4 multi-objective-optimization 4 tuning 4 random-search 4 multiobjective-optimization 4 bayesian 4 machine learning 4 reinforcement-learning 4 gcs 4 aws 4 kubernetes 4 google cloud storage 4 google cloud 4 matplotlib 4 plotly 4 analytics 4 azure 4 s3 4 polyaxon 4 microsoft 4 keras 4 automation 3 optimization-algorithms 3 machine-learning-library 3 xgboost 3 distributed-systems 3 bayesian optimization 3 tuning-parameters 3 hyperactive 3 tensorFlow 3 nelder-mead 3 genetic 2 multifidelity 2 sklearn 2 jupyter 2 evolution-strategies 2 noisy-functions 2 gradient-free-optimization 2 reaction-optimization 2 optimisation 2 benchmarking 2 bayesian-quadrature 2 sensitivity-analysis 2 surrogate-based-optimization 2 surrogate-models 2 uncertainty-quantification 2 gpflow 2 black-box-optimization 2 model-selection 2 materials-discovery 2 automatic-machine-learning 2 adaptive-design 2 parallel-computing 2 machine-learning-api 2 active-learning-module 2 thompson-sampling 2 jax 2