rosejn/cortex

Defined save-file-format

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#94 opened on Feb 9, 2017

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easierenhancementhelp wanted

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Description

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.

Contributor guide

Research direction
Investigate current data structures and model representations in cortex. Research common ML model serialization formats (e.g., ONNX, HDF5) and propose a minimal yet extensible format ensuring forward compatibility.
Tech stack
clojure
Domain
machine learning
Issue type
Research
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
3-5 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Needs investigation
Prerequisites
ClojureSerialization
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30