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在SML中实现gridsearchCV #385

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Candicepan opened this issue Nov 2, 2023 · 0 comments
Open

在SML中实现gridsearchCV #385

Candicepan opened this issue Nov 2, 2023 · 0 comments
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enhancement New feature or request OSCP SecretFlow Open Source Contribution Plan

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@Candicepan
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Candicepan commented Nov 2, 2023

此 ISSUE 为 隐语开源共建计划(SecretFlow Open Source Contribution Plan,简称 SF OSCP)任务 ISSUE,欢迎社区开发者参与共建~
若有感兴趣想要认领的任务,但还未报名,辛苦先完成报名进行哈~

任务介绍

  • 任务名称:在 SML 中实现gridsearchCV
  • 技术方向:SPU/SML
  • 任务难度:进阶🌟🌟
  • 任务期望完成时间:4-5 周

详细要求

  • 为 SML 增加 gridsearchCV:
    1. 功能上需要fit所有模型,然后根据score找到best model;
    2. predict时自动使用best model进行预测;
    3. 可能需要对一些模型增加对应的score函数
      具体功能可参考sklearn
  • 正确性:请确保提交的代码内容为可以直接运行的
  • 代码规范:Python 代码需要使用 black+isort 进行格式化(流水线包含代码规范检查卡点); bazel需要使用buildifier格式化

若有其他建议实现的算法,也可在本 ISSUE 下回复

能力要求

  • 熟悉经典的机器学习算法
  • 熟悉 JAX 或 NumPy,可以使用 NumPy 实现算法

操作说明

认领说明

  • 请在认领任务后,在该 issue 下 comment 你的具体设计思路
  • 设计思路说明:简单说明计划使用什么算法、什么技术方式进行实现
@Candicepan Candicepan added enhancement New feature or request OSCP SecretFlow Open Source Contribution Plan labels Nov 2, 2023
@Candicepan Candicepan moved this to Needs Triage in OSCP Phase 3 Nov 3, 2023
@Candicepan Candicepan removed this from OSCP Phase 3 Mar 8, 2024
@Candicepan Candicepan added this to OSCP Mar 8, 2024
@Candicepan Candicepan moved this to Needs Triage in OSCP Mar 8, 2024
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Labels
enhancement New feature or request OSCP SecretFlow Open Source Contribution Plan
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Status: Needs Triage
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