{"schemaVersion":1,"kind":"project","documentationUrl":"https://decomphub.com/data","project":{"id":"867bfe67-7f1a-42ce-991c-f3d1652e114d","slug":"smi-training-dynamics","revision":2,"name":"SMI-training-dynamics","description":"Reimplementation of the Sliced Information Plane (SIP) framework from Wongso, Ghosh, and Motani (2025) for analyzing deep neural network training dynamics. The repo uses Sliced Mutual Information (SMI) to obtain scalable, finite dependence estimates in high‑dimensional, deterministic settings, and applies them to MNIST MLP experiments.","url":"https://app.decomphub.com/projects/smi-training-dynamics","jsonUrl":"https://app.decomphub.com/data/projects/smi-training-dynamics.json","markdownUrl":"https://app.decomphub.com/data/projects/smi-training-dynamics.md","category":"games","workTypes":["source-reconstruction"],"targets":["Unknown"],"status":"unknown","publishedAt":"2026-10-12T07:51:24.018Z","updatedAt":"2026-10-12T07:51:24.018Z","repository":{"url":"https://github.com/fynngerding/smi-training-dynamics","host":"github.com","fullPath":"fynngerding/smi-training-dynamics","description":"Reimplementation of the Sliced Information Plane (SIP) framework from Wongso, Ghosh, and Motani (2025) for analyzing deep neural network training dynamics. The repo uses Sliced Mutual Information (SMI) to obtain scalable, finite dependence estimates in high‑dimensional, deterministic settings, and applies them to MNIST MLP experiments.","license":null,"starCount":0,"starsCheckedAt":"2026-10-07T12:45:47.915Z","upstreamArchived":false,"defaultBranch":null,"latestDefaultBranchCommitAt":null,"metadataCheckedAt":"2026-10-07T12:45:47.915Z"},"progress":[],"sources":[{"label":"Public repository metadata","url":"https://github.com/fynngerding/smi-training-dynamics"},{"label":"Discovery query","url":"https://api.github.com/search/repositories?q=%22reimplementation%22+in%3Aname%2Cdescription+is%3Apublic+fork%3Afalse+created%3A2025-10-25..2026-02-10&sort=updated&order=desc&per_page=100&page=2"}],"longDescription":"","aliases":[],"originalPlatforms":[],"outputPlatforms":[],"architectures":[],"languages":["Python"],"tags":[],"links":{"website":null,"documentation":null,"releases":null,"buildInstructions":null,"repositories":[],"community":[],"support":[],"issues":[]},"contribution":{"status":"unknown","helpNeeded":[],"url":null,"sourceUrl":null,"checkedAt":null,"prerequisites":"","environments":[],"aiPolicy":"unspecified","aiPolicySourceUrl":null,"aiPolicyConditions":""},"originalAssetsNote":""}}