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standard_normal_logprob
standard_normal_logprob appears in the code Syntology harvested for 14 papers, as 7 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 12 of the papers; 5 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 standard_normal_logprob 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 7 distinct code bodies named standard_normal_logprob; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:
Licence is a property of each copy, so it is counted per place: 9 of the 16 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
14 papers shown of 14, newest first; 16 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.
| Paper | Date | File | Status Syntology | Licence |
|---|---|---|---|---|
| Mind2Cloud: EEG-to-Point Cloud Generation with Two-Granularity Diffusion Decoding added by Syntology | 2026-09 (from id) | duasoi/Mind2Cloud/PointCNN/model_PCNN/common.py 0b12695361f927fa |
unverified | no licence file found · pointer only |
| SCOUT: Cyclic Causal Discovery Under Soft Interventions with Unknown Targets added by Syntology | 2026-05 (from id) | alparturkoglu/scout-master/models/scout_trainer.py 80f482ff6178b482 |
ran fingerprinted | no licence file found · pointer only |
| SCOUT: Cyclic Causal Discovery Under Soft Interventions with Unknown Targets added by Syntology | 2026-05 (from id) | alparturkoglu/scout-master/datagen/structuralModels.py fc7b06506cc03d26 |
ran fingerprinted | no licence file found · pointer only |
| SCOUT: Cyclic Causal Discovery Under Soft Interventions with Unknown Targets added by Syntology | 2026-05 (from id) | alparturkoglu/scout-master/baselines/llc.py d8e4ef0ca825d59e |
ran fingerprinted | no licence file found · pointer only |
| FairDiff: Fair Segmentation with Point-Image Diffusion | 8 Jul 2024 | wenyi-li/fairdiff/PointMaskGen/models/common.py 1d6e462a448df843 |
ran fingerprinted | no licence file found · pointer only |
| StraightPCF: Straight Point Cloud Filtering | 14 May 2024 | ddsediri/StraightPCF/models/utils.py 2dc23e3f121c6a38 |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| Social Physics Informed Diffusion Model for Crowd Simulation | 8 Feb 2024 | tsinghua-fib-lab/SPDiff/models/common.py 1d6e462a448df843 |
ran fingerprinted | no licence file found · pointer only |
| Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models | 7 Jun 2023 | rtqichen/residual-flows/qualitative_samples.py 2dc23e3f121c6a38 |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| CaloClouds: Fast Geometry-Independent Highly-Granular Calorimeter Simulation | 8 May 2023 | flc-qu-hep/caloclouds-2/models/common.py 1d6e462a448df843 |
ran fingerprinted | Apache-2.0 (permissive) |
| Invertible Monotone Operators for Normalizing Flows | 15 Oct 2022 | mlvlab/monotoneflows/train_toy.py 2dc23e3f121c6a38 |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| Implicit Normalizing Flows | 17 Mar 2021 | identical code first harvested elsewhere 2dc23e3f121c6a38 |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Convex Potential Flows: Universal Probability Distributions with Optimal Transport and Convex Optimization | 10 Dec 2020 | identical code first harvested elsewhere 2dc23e3f121c6a38 |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations | 6 Aug 2020 | davrempe/caspr/caspr/models/utils.py fa670bb69fb92a8f |
unverified | MIT (permissive) |
| How to train your neural ODE: the world of Jacobian and kinetic regularization | 7 Feb 2020 | D-hash-code/ffjord-rnode-finalweek-mnist/train_misc.py 2dc23e3f121c6a38 |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| Residual Flows for Invertible Generative Modeling | 6 Jun 2019 | eyalbetzalel/residual-flows/qualitative_samples.py 2dc23e3f121c6a38 |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| Invertible Residual Networks | 2 Nov 2018 | identical code first harvested elsewhere 2dc23e3f121c6a38 |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
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