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microsoft/nni

An open-source AutoML toolkit for automating the machine learning lifecycle, including feature engineering, neural architecture search, and hyperparameter tuning.

14.3K
Archived
Python
ML Ops
PyTorch
#automated-machine-learning#automl#hyperparameter-tuning

bayesian-optimization/BayesianOptimization

A Python library for global optimization using Gaussian processes, useful for AI/ML developers.

8.6K
Stable
Python
Optimization
Libraries
Python
#optimization#gaussian-processes#machine-learning

automl/auto-sklearn

Automated Machine Learning with scikit-learn

8.1K
Active
Python
React
#automated-machine-learning#hyperparameter-tuning#metalearning

modAL-python/modAL

A modular active learning framework for Python, focused on machine learning algorithms and APIs.

2.3K
Archived
Python
ML Ops
ML Frameworks
scikit-learn
#active-learning#bayesian-optimization#machine-learning-api

krasserm/bayesian-machine-learning

This repository provides Jupyter notebooks for learning about Bayesian methods for machine learning.

1.9K
Archived
Jupyter Notebook
Machine Learning
Machine Learning
#bayesian-methods#machine-learning#gaussian-processes

google/vizier

Research interface for blackbox and hyperparameter optimization using the Google Vizier Service

1.6K
Active
Python
React
#authentication#optimization#hyperparameter-tuning

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms

A library for implementing hyperparameter optimization methods for machine learning and deep learning models.

1.3K
Archived
Jupyter Notebook
ML Ops
ORMs & Query Builders
Python
#machine-learning#deep-learning#hyperparameter-optimization

SimonBlanke/Gradient-Free-Optimizers

Optimizes numerical and discrete search spaces with various gradient-free optimization techniques.

1.3K
Active
Python
Optimization
CLI Tools
Python
#bayesian-optimization#blackbox-optimization#constrained-optimization

automl/SMAC3

SMAC3 is a versatile Bayesian optimization package for hyperparameter optimization in machine learning models.

1.2K
Stable
Python
Automated Machine Learning
Hyperparameter Optimization
#algorithm-configuration#bayesian-optimization#hyperparameter-tuning

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