okf: add ML experiment trail sample bundle#185
Open
manumishra12 wants to merge 1 commit into
Open
Conversation
Adds a small, self-contained OKF v0.1 bundle under okf/bundles/ that models a machine-learning experimentation trail, using the concept types suggested in the issue: Experiment, Model, Submission, and Lesson. The five concepts cross-link into a connected graph (submission -> model -> experiment -> lesson, plus the lesson learned from the baseline) using absolute bundle-relative links per SPEC section 5.1. The reference visualizer reports 5 concepts and 10 edges with no dangling links. Addresses GoogleCloudPlatform#72 (also GoogleCloudPlatform#60, GoogleCloudPlatform#71).
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
What
Adds a small, self-contained OKF v0.1 sample bundle at
okf/bundles/ml_experiment_trail/that models a machine-learning experimentation trail, using the concept types suggested in the issue: Experiment, Model, Submission, and Lesson.Contents
experiments/— twoExperimentconcepts (a baseline and a gradient-boosting follow-up)models/— oneModelconcept (the tuned artifact exported from an experiment)submissions/— oneSubmissionconcept (a scored leaderboard entry)lessons/— oneLessonconcept (a target-leakage post-mortem)index.mdat the root and in each subdirectoryThe five concepts cross-link into a connected graph (submission -> model -> experiment -> lesson, plus the lesson learned from the baseline) using absolute bundle-relative links per SPEC section 5.1.
Conformance
.mdfile has parseable YAML frontmatter with a non-emptytype(SPEC section 9).index.mdfiles carry no frontmatter and follow the section 6 listing format.Addresses #72 (duplicates #60 and #71).