Official project primary documentation. Introduction to ICU: C/C++ and Java libraries and internationalization services. Linked sections Normalization, Formatting Numbers, Formatting Messages, Locales and Resources document text equivalence and locale-sensitive services. No current release number or unnamed personal authors inferred.

Locale chapter: Overview, The Locale Concept, Default Locales, and Locales and Services; locale identifiers, service-dependent behavior and fallback.

Official2023 Unicode Technology Workshop speaker profile. Biography: Unicode co-founder, president1991–2022, architecture of International Components for Unicode and founder of Common Locale Data Repository. Historical2023 profile, not verification of current appointments. Labeled portrait links to www.unicode.org/events/utw/assets/images/speakers/mark-davis.jpg .

Working Draft, 4 December2025. Section4 explains pairing and cascading of logical/physical properties; section4.1 defines block-size/inline-size and their min/max counterparts, mapping through the element writing-mode to height/width. Use the pinned source status; CSS sizing examples state box-sizing and constraints.

Pinned PyTorch2.15. Taking an optimization step, optimizer.step() and closure examples; Optimizer base class and state. Gradient calculation and parameter update are separate operations. Existing SGD in the PyTorch documentation source is reused for the no-momentum, zero-weight-decay update formula.

Additional locator: PyTorch 2.15, Optimizer.state_dict, state and param_groups; parameter values are omitted, and saved parameter identifiers/order must be matched when restoring state.

Title page verifies both author names and version1.46r, last updated2October2012. Section8, Stacks, Virtual Stacks and Hyperstacks: ordered spatial/time images, equal dimensions and bit depth, multiple coordinate axes and disk-backed stacks. Only computing/data representation discussed.

Additional IJ1.46r locators: §28.4, Image Properties, spatial spacing, voxel depth, frame interval and pixel-unit origin; §§30.1 and30.7, Measure and Set Measurements; §§30.8–30.9, Set Scale and intensity Calibrate; Global Calibrations, numbered note24.

Additional IJ1.46r locators: §19, area, line and point selection tools; §30.14.5, ROI Manager, selection persistence and slice associations; §30.7, Area measurement; §30.8, Set Scale.

Further IJ1.46r locators: §27.12.10, Create Mask, area selection encoded as255 inside and0 outside, with an inverting display lookup table unless Black Background is checked; §27.12.9, Make Inverse, complementing a selection.

Further IJ1.46r locators: §§28.15.1–28.15.2, Invert LUT changes display mapping, whereas Apply LUT changes pixel values and restores an identity table; §27.11, Invert changes pixel values; §27.12.10, Create Mask and its display lookup table.

Official project documentation: Tensors, Functions and Computational graph; Computing Gradients; More on Computational Graphs. requires_grad, backward(), leaf gradients and rebuilding the graph on successive executions. No individual author inferred.

Unicode Standard Annex9, Unicode17.0.0,13 August2025. Locators: §1; BD2–BD3; §2.4–2.7; §3.4 ruleL2; §3.5; Acknowledgments.

Candidate Recommendation, 14 February 2019. Section3 defines local coordinates, transformation-matrix composition and effects on flow/overflow; sections4–5 define transform and transform-origin, section6 transform-box and section9.1 two-dimensional transform functions. Own matrix examples explicitly set zero transform origin and the reference box; no browser measurements claimed.

Pinned PyTorch2.15, Gradient accumulation subsection and example loop. Effective batch size and delayed optimizer step; normalization in the illustrated loop. Used only for gradient accumulation; no new mixed-precision article authored.

Candidate Recommendation Snapshot, 11 March 2021. Sections3–5 define snap areas, snapport, scroll-snap-type/strictness, scroll-padding and scroll-snap-align. Section5.2.2 covers targets larger than the scrollport; section6 leaves precise snap-selection mechanics partly to user-agent behavior. Numerical wiki offsets are geometrical examples, not browser measurements.

Candidate Recommendation, 30 July 2019. Section1 defines writing-mode components; sections2.1,3.2 and5.1 distinguish direction, writing-mode and text-orientation; section6 defines logical dimensions and directions and supplies abstract-to-physical mappings. The wiki examples explicitly stipulate simple unconstrained boxes.

RFC 9111, June 2022, STD 98. Primary standard. Sections4.2 and4.3 distinguish freshness and validation; sections4.3.1 and4.3.3–4.3.4 cover validation requests, full/304 responses and updating suitable stored responses; section3.2 supplies field-update rules. Use with RFC9110 section13.1.2 for If-None-Match semantics. Editors remain exactly the published initial-only byline if author metadata is later added.

RFC 8259, December 2017; editor byline T. Bray. Verified locators: §§1–2, serialized values; §§4–5, objects and arrays; §8.1, UTF-8 encoding. No expansion of the initial-only byline is inferred.

Pinned PyTorch 2.15 primary API documentation. Opening equation uses valid two-dimensional cross-correlation; Parameters defines stride, padding and channel counts; Shape gives spatial output dimensions; Variables gives weight/bias shapes and group-dependent connectivity. The wiki uses real-valued, groups=1, undilated examples; no package execution is claimed.

Primary PyTorch Learn the Basics tutorial. Hyperparameters defines number of epochs and batch size; Optimization Loop and Optimizer distinguish outer passes from train-loop gradient updates. Full Implementation shows training and evaluation loops. Checked 2026-11-03; examples in the wiki use independently chosen data counts.

Primary live specification webassembly.github.io/spec/core/intro/introduction.html

Numeric semantics webassembly.github.io/spec/core/exec/numerics.html ; module text syntax webassembly.github.io/spec/core/text/modules.html . Verified2026-11-03 against official specification; no claim about the latest finalized version or universal browser support. Locators: Introduction, Modules, iadd numeric operation and integer types.

Candidate Recommendation Snapshot, 24 June 2025. Presentation layout: mfrac, msub, msup, math-style and mathematical operator stretching.

Institutional primary profile. Areas of Research and Publications identify numerical linear algebra, parallel processing and computing textbooks; profile includes an image. Used only for verified professional computing work, without personal dates or namesake material.

By Christian Szegedy.

CVPR2015 original paper; first-page byline and abstract, section4 and Figure2 define parallel Inception branches, pooling and dimension-reducing 1x1 convolutions before larger kernels. Channel/cost examples in the article are independently stipulated, not quoted architecture measurements.

RFC6838, January2013, BCP13. Sections4.2–4.3 give type/subtype naming and parameters. Institutional protocol specification; shared semantics and Content-Type usage in HTTP are covered separately by RFC9110 sections8.3 and12.