Bayesian optimization using Gaussian Process regression (Python)
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Updated
May 22, 2024 - HTML
Bayesian optimization using Gaussian Process regression (Python)
Low code machine learning library, specified for insurance tasks: prepare data, build model, implement into production.
Computer-aided molecular and process design using Bayesian optimization
Symmetry crystal combinatorial optimization program for crystal prediction.
Change-point detection and rate-monitoring for time-tagged event data using Bayesian Blocks (Scargle, 2013)
Bayesian Optimization and Design of Experiments
Experimental design and (multi-objective) bayesian optimization.
Gaussian Processes for Experimental Sciences
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
Este projeto visa otimizar modelos de machine learning supervisionados (Decision Tree Classifier e Logistic Regression) para prever a probabilidade de inadimplência em empréstimos.
Official implementation of TEVC'2024 paper "Hypervolume-Guided Decomposition for Parallel Expensive Multiobjective Optimization"
[ICML 2024] Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
Software and instructions for setting up and running a self-driving lab (autonomous experimentation) demo using dimmable RGB LEDs, an 8-channel spectrophotometer, a microcontroller, and an adaptive design algorithm, as well as extensions to liquid- and solid-based color matching demos.
MITIM (MIT Integrated Modeling) Suite for Fusion Applications
A hyperparameter optimization framework, inspired by Optuna.
Generalized and Efficient Blackbox Optimization System
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
Jointly-trained tree kernels for Gaussian processes
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