automated-machine-learning · 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 深度学习 neural-architecture-search hyperparameter-optimization distributed bayesian-optimization automated-machine-learning 机器学习数据科学

Python14.07 k

6 个月前

autokeras

Keras@keras-team

#计算机科学#AutoML library for deep learning

翻译 - 基于Keras的AutoML系统

automl neural-architecture-search automated-machine-learning Python 深度学习机器学习 autodl Tensorflow Keras

Python9.17 k

7 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

Python7.67 k

24 天前

featuretools

@alteryx

#计算机科学#An open source python library for automated feature engineering

翻译 - 一个用于自动特征工程的开源python库

feature-engineering 机器学习数据科学 automated-machine-learning automl Python scikit-learn automated-feature-engineering

Python7.31 k

4 天前

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 机器学习数据科学 Python Jupyter Notebook hyperparameter-optimization random-forest scikit-learn

Jupyter Notebook3.94 k

1 个月前

fast-autoaugment

Kakao Brain@kakaobrain

#计算机科学#Official Implementation of 'Fast AutoAugment' in PyTorch.

翻译 - 在PyTorch中正式实施“快速自动增强”。

深度学习 convolutional-neural-networks PyTorch augmentation image-classification 机器视觉 distributed cnn automl automated-machine-learning

Python1.6 k

4 年前