bayesian-optimization

#计算机科学#An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

翻译 - 用于自动化机器学习生命周期的开源AutoML工具包，包括功能工程，神经体系结构搜索，模型压缩和超参数调整。

A Python implementation of global optimization with gaussian processes.

翻译 - 具有高斯过程的全局优化的Python实现。

Automated Machine Learning with scikit-learn

翻译 - 使用scikit-learn进行自动化机器学习

#计算机科学#Sequential model-based optimization with a `scipy.optimize` interface

翻译 - 具有`scipy.optimize`接口的基于模型的顺序优化

#计算机科学#A modular active learning framework for Python

#计算机科学#Notebooks about Bayesian methods for machine learning

#算法刷题#Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

#计算机科学#Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

#计算机科学#Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

翻译 - 在数值离散搜索空间中的本地，全局，基于人口和顺序技术的简单可靠优化。

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

#自然语言处理#OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

#计算机科学#A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc...

a distributed Hyperband implementation on Steroids

#计算机科学#An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

#计算机科学#Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)

Experimental Global Optimization Algorithm

A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.

#计算机科学#Parallel Hyperparameter Tuning in Python

#计算机科学#Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.

#计算机科学#Hyperparameter optimization that enables researchers to experiment, visualize, and scale quickly.