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[2026-07] NeuroGolf 2026 ONNX Research Archive

Sanitized research workspace for the Kaggle competition neurogolf-2026. The project treats each ARC-style task as compact program synthesis and compiles candidate rules into cost-conscious ONNX graphs.

Contribution summary

This snapshot contributes first-party ONNX/DSL tooling, compact program- synthesis experiments, tests, and reproducibility notes. Competition inputs, generated submission bundles, and third-party artifacts remain at their original sources.

What this repository is

This is a working research record: small, inspectable tools, experiments, and notes for studying compact ONNX programs for NeuroGolf tasks. It is designed to be useful to people comparing ideas, extending a tool, or tracing how a claim was tested—not as a mirror of the competition's files or of other participants' artifacts.

The publication boundary is intentional. First-party code and original research writing are shared here; competition data, leaderboard exports, submission bundles, and third-party artifacts stay with their source. See DATA_SOURCES.md for retrieval and provenance, and RELEASE_MANIFEST.md for the release boundary and validation record. PUBLICATION_BOUNDARY.md records the detailed review of retained research evidence versus excluded source files.

Included

  • first-party ONNX/DSL tooling and tests;
  • task-analysis scripts and small reproducible diagnostics;
  • research notes, score ledgers, and handoff documentation;
  • build helpers that describe the local submission workflow.

Intentionally excluded

  • competition inputs, raw task data, and downloaded leaderboard exports;
  • submission archives and generated ONNX bundles;
  • copied public kernels and third-party artifacts;
  • virtual environments, downloads, caches, profiler dumps, and multi-hundred-MB trace JSON files;
  • credentials and machine-specific absolute paths.

For a source release, obtain data through the official competition after accepting its terms, then pass its local directory to the relevant tool's --comp-dir option. Do not commit that directory or its generated outputs.

Research etiquette

Please share corrections, small reproductions, and alternative implementations with clear provenance. Attribute upstream work, keep access-controlled material out of issues and pull requests, and distinguish a local result from an official leaderboard result. This archive keeps negative results on purpose: they are often the shortest path to a better next experiment.

Backup status

GitHub main is the verified remote copy of this sanitized archive. A separate Kaggle Dataset upload was attempted, but it never appeared in the account's dataset listing, so it is not counted as a verified backup.

Cite this repository

For this source snapshot, cite CITATION.cff or CITATION.bib and use the tagged snapshot-2026-09 source state. Cite the separate ONNX artifact dataset independently when using those reviewed model bytes.

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Sanitized ONNX program-synthesis research for the Kaggle NeuroGolf 2026 competition.

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