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Coverage Dashboard

A dataset health view for governance, source coverage, formulas, readiness, and QA targeting.

Algorithms

1004

Categories

20

Tags

305

With sources

1004

Verified

1003

Source checked

1003

With formulas

569

Visualization ready

995

Code ready

825

Relationships

1837

Needs review

0

Core 995 release baseline

Every active algorithm is source-backed, verified, and source-checked. There are no active unsourced or needs-review entries.

995 sourced0 needs review1837 relationships

Status

Draft

0

Needs Review

0

Reviewed

1

Verified

1003

Review Level

AI Generated

0

AI Reviewed

1

Human Reviewed

0

Source Checked

1003

Tier

Foundation

69

Core

547

Extended

239

Specialized

149

Experimental

0

Difficulty

Beginner

107

Intermediate

674

Advanced

223

Unknown

0

Category Coverage

Counts and percentages by category

CategoryAlgorithmsVerifiedSourcedFormulasVisual ReadyCode ReadyNeeds Review
Sorting2626 (100%)26 (100%)0 (0%)26 (100%)250
Searching2525 (100%)25 (100%)13 (52%)25 (100%)250
Graph Traversal6868 (100%)68 (100%)16 (24%)68 (100%)600
Pathfinding4848 (100%)48 (100%)27 (56%)48 (100%)340
Compression4343 (100%)43 (100%)26 (60%)43 (100%)290
Cryptography5353 (100%)53 (100%)32 (60%)53 (100%)390
Optimization7575 (100%)75 (100%)49 (65%)72 (96%)580
Machine Learning4848 (100%)48 (100%)43 (90%)48 (100%)370
Rendering4646 (100%)46 (100%)35 (76%)46 (100%)340
Simulation4545 (100%)45 (100%)38 (84%)45 (100%)340
Numerical Methods7575 (100%)75 (100%)49 (65%)73 (97%)590
Signal Processing4444 (100%)44 (100%)41 (93%)44 (100%)330
Geometry7070 (100%)70 (100%)38 (54%)70 (100%)530
Scheduling4545 (100%)45 (100%)21 (47%)45 (100%)450
Pattern Matching5959 (100%)59 (100%)30 (51%)59 (100%)540
Data Structures6464 (100%)64 (100%)21 (33%)63 (98%)550
Image Processing4242 (100%)42 (100%)25 (60%)42 (100%)420
Randomness & Sampling4343 (100%)43 (100%)29 (67%)43 (100%)410
Parsing4343 (100%)43 (100%)11 (26%)43 (100%)390
Procedural Generation4241 (98%)42 (100%)25 (60%)39 (93%)290

Source Coverage

With sources1004
Without sources0
Sourced100%
Source objects1410

Source types

Book949
Paper388
Documentation59
Article6
Encyclopedia4
Repository4
Other0

Formula Coverage

With formulas569
Without formulas435
Formula objects581

Top formula categories

Optimization49 (65%)
Numerical Methods49 (65%)
Machine Learning43 (90%)
Signal Processing41 (93%)
Simulation38 (84%)

Readiness Coverage

Visualization ready995
Visualization not ready9
Code example ready825
Code example not ready179

Relationship Coverage

Typed relationships1837
Algorithms with relationships1004
Algorithms without relationships0

Relationship types

Variant Of111
Alternative To625
Uses210
Used By72
Generalizes67
Specializes38
Often Paired With151
Prerequisite Of38
Depends On17
Conceptually Related458
Improves On23
Approximates24
Transforms Into3

Top Relationship Categories

Optimization168 across 75 algorithms
Numerical Methods166 across 75 algorithms
Geometry148 across 70 algorithms
Graph Traversal139 across 68 algorithms
Pattern Matching124 across 59 algorithms
Data Structures113 across 64 algorithms
Pathfinding96 across 48 algorithms
Rendering92 across 46 algorithms

Under-Covered Categories

Searching25 algorithms

Good expansion candidate if this category is important to the next roadmap phase.

Sorting26 algorithms

Good expansion candidate if this category is important to the next roadmap phase.

Image Processing42 algorithms

Good expansion candidate if this category is important to the next roadmap phase.

Good expansion candidate if this category is important to the next roadmap phase.

Compression43 algorithms

Good expansion candidate if this category is important to the next roadmap phase.

Good expansion candidate if this category is important to the next roadmap phase.

Parsing43 algorithms

Good expansion candidate if this category is important to the next roadmap phase.

Signal Processing44 algorithms

Good expansion candidate if this category is important to the next roadmap phase.

Low Formula Coverage

38 of 70 algorithms have formulas.

49 of 75 algorithms have formulas.

49 of 75 algorithms have formulas.

29 of 43 algorithms have formulas.

35 of 46 algorithms have formulas.

38 of 45 algorithms have formulas.

43 of 48 algorithms have formulas.

41 of 44 algorithms have formulas.

QA Targets

Capped lists for focused cleanup passes

Copyable Summary

Plain-text coverage stats for notes or planning documents.

Algorithm Atlas Coverage Summary
Algorithms: 1004
Categories: 20
Tags: 305
With sources: 1004 (100%)
Verified: 1003
Source checked: 1003
With key formulas: 569
Formula objects: 581
Visualization ready: 995
Code example ready: 825
Typed relationships: 1837
Algorithms with typed relationships: 1004
Needs review: 0