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forward_pass

Syntologyentry name in harvested coderead from the graph 2026-09-24

forward_pass appears in the code Syntology harvested for 9 papers, as 8 distinct code bodies found in 9 places (a place is one code body under one paper). At least one of them ran in 6 of the papers; 2 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named forward_pass do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 5 of the 8 distinct code bodies named forward_pass; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
2ran · fixture could not drive it
1ran
3unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 9 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

9 papers shown of 9, newest first; 9 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 2 papers added by Syntology. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Scaling Up Temporal Domain Generalization via Temporal Experts Averaging added by Syntology 2025-09 (from id) zxcvfd13502/TEA/methods/utils.py 7da1aec0e1e8b27b unverified no licence file found · pointer only
Structured Sparse Transition Matrices to Enable State Tracking in State-Space Models added by Syntology 2025-09 (from id) IBM/expressive-sparse-state-space-model/time_series_JAX/models/PDSSM.py 2c0042ac70307731 ran · fixture could not drive it fingerprinted Apache-2.0 (permissive)
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems 19 Jul 2024 lindermanlab/gpslds/gpslds/em.py eccd8179d36b008e ran · honoured contract fingerprinted no licence file found · pointer only
Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network 23 Sep 2022 m3rg-iitd/rigid_body_dynamics_graph/src/lnn.py c2660facd7797ec1 ran · our draft was wrong MIT (permissive)
Monarch: Expressive Structured Matrices for Efficient and Accurate Training 1 Apr 2022 pascalcarrivain/ksmm/src/ksmm_py/benchmark/utils.py 64f5feef032ab239 unverified Apache-2.0 (permissive)
Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model Hubs 20 Oct 2021 identical code first harvested elsewhere a9c43aaa49888a3f ran · fixture could not drive it licence of this copy not recorded
LogME: Practical Assessment of Pre-trained Models for Transfer Learning 22 Feb 2021 thuml/LogME/ranking.py a9c43aaa49888a3f ran · fixture could not drive it MIT (permissive)
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning 12 Oct 2020 qkaren/unsup_gen_for_cms_reasoning/abductive_main.py ddba0eea3fb589d6 ran no licence file found · pointer only
Finding Your (3D) Center: 3D Object Detection Using a Learned Loss 6 Apr 2020 dgriffiths3/finding-your-center/loss_network/evaluate.py 16b5531fc4acfa6a unverified MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections