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bml-automl-autosearch's Introduction

BML-AutoML-AutoSearch

百度BML全功能AI开发平台 自动搜索作业demo

百度大脑 BML

BML全功能AI开发平台是一个面向企业和个人开发者的机器学习集成开发环境,为经典机器学习和深度学习提供了从数据处理、模型训练、模型管理到模型推理的全生命周期管理服务,帮助用户更快的构建、训练和部署模型,详细介绍点击这里.

自动搜索作业简介

超参搜索是机器学习/深度学习技术中的关键一环,无论是机器学习的树模型参数、特征选择、还是深度学习的学习率/权重衰减等等,甚至于网络结构的选择,都会涉及到搜索最优参数的需求。传统的人工超参搜索需要有经验的工程师耗费大量的时间和精力进行手动调优,而自动超参搜索能够在节省人力的情况下,自动地进行超参调优,更有效率地寻找最优解。

BML全功能AI开发平台提供的自动搜索作业,旨在帮助用户实现在各种AI框架以及各种应用场景下的超参搜索需求。用户只需上传数据及代码,指定训练框架、搜索算法以及需要搜索的超参数,即可完成超参搜索任务。

QuickStart

1.进入BML自动搜索作业

2.使用文档参考官方网站

3.项目中上传了各种AI框架实现自动搜索作业的代码,包括demo代码、yaml文件以及数据集,用户可以点击下载,也可以在官方网站上查看

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