rosejn/cortex

Defined save-file-format

Open

#94 建立於 2017年2月9日

在 GitHub 查看
 (0 留言) (0 反應) (0 負責人)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.

貢獻者指南

技術棧
無
領域
machine learning
議題類型
feature
難度面向新貢獻者的預計實作難度，1 表示很小改動，5 表示專家級工作。
3
預計時間有經驗貢獻者完成調查、實作、測試並準備 pull request 的粗略時間範圍。
half day
活動狀態議題目前的可參與程度：新鮮、活躍、陳舊、阻塞或等待維護者輸入。
stale
清晰度議題是否清楚說明預期改動、驗收標準和下一步。
needs investigation
前置要求
Basic Clojure knowledgeUnderstanding of serialization formatsFamiliarity with Cortex framework
新手友善度1-100 的估計分數，表示該議題對首次貢獻者的友善程度。
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.