{
  "schema_version": 2,
  "title": "Reproduction: Deep Flow Networks",
  "emoji": "🎯",
  "space_id": "nmaher/repro-deep-flow-networks",
  "paper": null,
  "tags": [
    "icml2026-repro",
    "paper-Z7rhDaBvBo"
  ],
  "updated_at": "2026-07-25T09:46:24+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Deep Flow Networks",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-dfns-are-universal-approximators-of-convex-extendible-discrete-functions",
        "title": "Claim 1: DFNs are universal approximators of convex-extendible discrete functions",
        "file": "pages/claim-1-dfns-are-universal-approximators-of-convex-extendible-discrete-functions/page.md",
        "children": []
      },
      {
        "slug": "claim-2-strong-approximation-accuracy-substantially-faster-integer-optimization",
        "title": "Claim 2: Strong approximation accuracy, substantially faster integer optimization",
        "file": "pages/claim-2-strong-approximation-accuracy-substantially-faster-integer-optimization/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "traces": [],
  "workspace": {
    "file": "workspace.json",
    "file_count": 0,
    "total_size": 0,
    "bucket_id": null
  },
  "agent_view_tokens": 10766,
  "trace_view_tokens": 79669,
  "workspace_view_tokens": 768,
  "revision": "9bbc478518327d70e9c7",
  "traces_ref": {
    "repo_id": "nmaher/repro-deep-flow-networks-traces",
    "repo_type": "dataset",
    "repo_url": "https://huggingface.co/datasets/nmaher/repro-deep-flow-networks-traces",
    "private": true
  },
  "trace_dataset": "https://huggingface.co/datasets/nmaher/repro-deep-flow-networks-traces",
  "workspace_ref": {
    "repo_id": "nmaher/repro-deep-flow-networks-artifacts",
    "repo_type": "bucket",
    "repo_url": "https://huggingface.co/buckets/nmaher/repro-deep-flow-networks-artifacts",
    "private": true
  },
  "workspace_bucket": "https://huggingface.co/buckets/nmaher/repro-deep-flow-networks-artifacts"
}