combust/mleap

Support for exporting models from weka

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#291 创建于 2017年10月19日

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 (0 评论) (0 反应) (0 负责人)Scala (1,461 star) (312 fork)batch import
enhancementepichelp wanted

描述

Weka is a great toolkit for ML research, it would be great if we could turn it into a tool for productionalizing ML pipelines via export to MLeap.

贡献者指南

技术栈
scala
领域
machine learning
议题类型
feature
难度面向新贡献者的预计实现难度，1 表示很小改动，5 表示专家级工作。
4
预计时间有经验贡献者完成调查、实现、测试并准备 pull request 的粗略时间范围。
over 1 week
活动状态议题当前的可参与程度：新鲜、活跃、陈旧、阻塞或等待维护者输入。
stale
清晰度议题是否清楚说明期望改动、验收标准和下一步。
clear
前置要求
Scala programmingFamiliarity with MLeap export APIsUnderstanding of Weka model structure
新手友好度1-100 的估计分数，表示该议题对首次贡献者的友好程度。
20
研究方向
Research the existing MLeap export implementations for other frameworks like sklearn (e.g., MleapSparkSupport). Study the Weka API for model serialization and investigate how to map Weka models to MLeap's bundle format. The issue is a feature request with no further discussion, so the first step would be to propose a design and get maintainer feedback.
Support for exporting models from weka · combust/mleap#291 | Good First Issue