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 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

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 deep-learning machine-learning autodl tensorflow keras

Python9.16 k

17 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

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 machine-learning data-science automated-machine-learning automl python scikit-learn automated-feature-engineering

Python7.28 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 machine-learning data-science python jupyter-notebook hyperparameter-optimization random-forest scikit-learn

Jupyter Notebook3.13 k

1 年前

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”。

deep-learning convolutional-neural-networks pytorch augmentation image-classification computer-vision distributed cnn automl automated-machine-learning

Python1.6 k

3 年前