rosejn/cortex

Defined save-file-format

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#94 创建于 2017年2月9日

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 (0 评论) (0 反应) (0 负责人)Clojure (1,269 star) (109 fork)batch import
easierenhancementhelp wanted

描述

Cortex will need a defined save format that we believe has a decent chance for forward compatibility. We want something that is very minimal but just a bit vetted because I would like to promise that from 1.0 any data created with cortex will be useable indefinitely with future versions of cortex. This is a heavy burden if it is not treated with some respect.

贡献者指南

技术栈
无
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。
3
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。
half day
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。
needs investigation
前置要求
Basic Clojure knowledgeUnderstanding of serialization formatsFamiliarity with Cortex framework
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。
30
研究方向
Investigate existing save/load patterns in the Cortex codebase, particularly in the 'cortex.serialization' namespace if it exists. Review common machine learning file formats like HDF5, ONNX, or NumPy's .npy for inspiration. Propose a minimal binary or EDN based format that supports forward compatibility. The proposal should include a draft specification and discuss trade offs between simplicity and extensibility.