66 dependents
Package Description Downloads/month
Adaptive Experimentation Platform 348K
Bayesian Optimization and Design of Experiments 8K
Multiobjective design parameter optimization using Femtet. 8K
LLM-powered agents for scientific research automation 3K
Flexible high-level optimization in Python 2K
AutoDL framework for neural network compression & acceleration 1K
Adaptive experimetation for psychophysics 1K
Neural Pipeline Search (NePS): Helps deep learning experts find the best neural ... 1K
Optimising chemical reactions using machine learning 1K
LUME compatible wrapper for Torch based surrogate models 858
Bluesky optimization package 794
Bayesian Optimisation for the Versatile Ocean Simulator (VEROS) 751
A framework for black-box vector optimization 543
Multi-objective optimization of chemical processes with automated machine learni... 522
A multi-objective reaction optimization framework based on Bayesian optimization 517
Bluesky optimization package 498
Active Learning Molecular Selection 458
A pytorch integrated Machine Learning / Deep learning utilities library 453
Easy-to-use library for Bayesian optimization, with support for neural network s... 441
PyMBO: A Python package for accelerating materials discovery and process optimiz... 438
BOCoDe: Benchmarks for Optimization and Computational Design 437
Bayesian Optimization as a Coverage Tool for Evaluating Large Language Models 436
Active learning and optimization toolkit for chemical and materials research 422
Batch Pareto optimal Thompson sampling 383
Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion 365
Bayesian optimization interface for the laplace-torch library 358
Benchmarks for BO on LLM Tasks 352
Data-Driven Multitask Optimization Laboratory 347
A modular architecture for deep learning systems. 341
Multi-objective Bayesian optimization Framework (Botorch Wrapper) 321
W-DBO Algotithm for Dynamic Bayesian Optimization 289
A package for the optimisation of numerical responses 280
276
collection and wrapper for different optimizer 272
Benchmarks for discrete sequence optimization 262
Fast Bayesian optimization, quadrature, inference over arbitrary domain (discret... 261
Spectral Mixture Kernel for Bayesian Optimization 260
Automated experiment design and black-box optimization 244
A dynamic, graph-driven Multidisciplinary Design Optimization (MDO) framework in... 237
State estimation of a physical system with unknown governing equations 236
Deep Learning DNA: Surviving Architectures and Profound Principles 235
Fractional K-fold cross-validation for hyperparameter optimization 226
Collection of algorithms that can be used in Bayesian Algorithm Execution (BAX) ... 222
Coupled atmosphere-interior framework to simulate the temporal evolution of rock... 204
Multi-fidelity surrogate models (NN ensembles and co-kriging) compatible with Bo... 202
Easy-to-use Bayesian Optimization across continuous, categorical and integer var... 200
High-Dimentional Bayesian Benchmark (HDBO-B) 166
The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimiz... 154
151
Batched Energy-Entropy Bayesian Optimization 145