hyperparameter-optimization · GitHub Topics

#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。

automl deep-learning neural-architecture-search hyperparameter-optimization distributed bayesian-optimization automated-machine-learning machine-learning machine-learning-algorithms data-science

Python14.06 k

5 个月前

optuna

@optuna

#计算机科学# A hyperparameter optimization framework

翻译 - 超参数优化框架

python machine-learning parallel distributed hyperparameter-optimization hacktoberfest

Python10.95 k

1 天前

auto-sklearn

AutoML-Freiburg-Hannover@automl

Automated Machine Learning with scikit-learn

翻译 - 使用scikit-learn进行自动化机器学习

automl scikit-learn automated-machine-learning hyperparameter-optimization hyperparameter-tuning hyperparameter-search bayesian-optimization metalearning meta-learning smac

Python7.64 k

7 天前

awesome-automl-papers

@hibayesian

A curated list of automated machine learning papers, articles, tutorials, slides and projects

翻译 - 自动化机器学习论文，文章，教程，幻灯片和项目的精选清单

automl automated-feature-engineering hyperparameter-optimization neural-architecture-search

4.02 k

5 个月前

FLAML

Microsoft@microsoft

#计算机科学# A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

翻译 - 一个快速轻量级的 AutoML 库。

automl hyperparam automated-machine-learning machine-learning data-science python jupyter-notebook hyperparameter-optimization random-forest scikit-learn

Jupyter Notebook3.13 k

1 年前

mljar-supervised

@mljar

#计算机科学# Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

翻译 - 通过特征工程和超参数调整来自动化机器学习管道：火箭：

automl machine-learning automatic-machine-learning mljar data-science scikit-learn hyperparameter-optimization feature-engineering xgboost random-forest

Python3.06 k

11 天前

determined

@determined-ai

#计算机科学# Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

翻译 - 确定：深度学习培训平台

deep-learning machine-learning ml-platform ml-infrastructure hyperparameter-optimization hyperparameter-search distributed-training pytorch tensorflow hyperparameter-tuning

Go3.04 k

20 小时前