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MaskedLinear

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

MaskedLinear appears in the code Syntology harvested for 9 papers, as 12 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 7 of the papers; 3 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 MaskedLinear 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 10 of the 12 distinct code bodies named MaskedLinear; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
10ran
2unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 12 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; 12 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. 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
Adaptive Rank Allocation: Speeding Up Modern Transformers with RaNA Adapters 23 Mar 2025 roberto09/rana/rank_adaptive.py c9e1be95de209f1f unverified MIT (permissive)
FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction 28 Jul 2024 harliwu/fiarse/fiarse/model/model_utils.py 3c6fec5928a3fe95 ran · metamorphic tier: invariant no licence file found · pointer only
MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction 19 Feb 2024 mulplue/mgf/src/models/TP/fastpredNF.py ca93d4c44305509b ran fingerprinted MIT (permissive)
Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series 16 Feb 2022 enyandai/ganf/models/GANF.py 466de1ea4db58ebc ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
Training independent subnetworks for robust prediction 13 Oct 2020 ensta-u2is/torch-uncertainty/src/torch_uncertainty/layers/masksembles.py 10cca0803fd92522 unverified Apache-2.0 (permissive)
Autoregressive flow-based causal discovery and inference 18 Jul 2020 piomonti/carefl/models/carefl.py ed7abf1170b542ee ran · metamorphic tier: deterministic MIT (permissive)
Variable Skipping for Autoregressive Range Density Estimation 10 Jul 2020 var-skip/var-skip/made.py 44edbad12bd16f5d ran · metamorphic tier: invariant Apache-2.0 (permissive)
Masked Autoregressive Flow for Density Estimation 19 May 2017 e-hulten/maf/maf.py 00a0f4545a20f827 ran · metamorphic tier: deterministic MIT (permissive)
Masked Autoregressive Flow for Density Estimation 19 May 2017 CW-Huang/CP-Flow/lib/made.py f44d760efdbdbe0c ran MIT (permissive)
Masked Autoregressive Flow for Density Estimation 19 May 2017 mahkons/flows/MAF/MAF.py cae870109a352c71 ran fingerprinted MIT (permissive)
Masked Autoregressive Flow for Density Estimation 19 May 2017 lifeitech/fce-2d/flows/maf.py 80e4b97aaed77a6c ran · metamorphic tier: invariant MIT (permissive)
Improving Variational Inference with Inverse Autoregressive Flow 15 Jun 2016 altosaar/variational-autoencoder/flow.py d9d78083d81ea57e ran · metamorphic tier: deterministic 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