adjacency matrix
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
adjacency matrix has 24 facts recorded in Dontopedia across 8 references, with 2 live disagreements.
Mostly:rdf:type(4), blew up(2), updated via gradients(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (11)
Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.
usesUses(3)
- Efficient Computation
ex:efficient-computation - Sparse Graph Updates Step
ex:sparse-graph-updates-step - Spectral Lohe Sync
ex:spectral-lohe-sync
allowedInAllowed in(1)
- Negative Values
ex:negative-values
appliesToApplies to(1)
- Graph Spectral Decomposition
ex:graph-spectral-decomposition
causedByCaused by(1)
- Nan
ex:nan
causedStateCaused State(1)
- Gradient Descent
ex:gradient-descent
directionDeterminedByDirection Determined by(1)
- Synchronization
ex:synchronization
hasFeatureHas Feature(1)
- Harmonicmlx
ex:harmonicmlx
mapsToMaps to(1)
- Sign Matrix Pattern
ex:sign-matrix-pattern
normalizesNormalizes(1)
- Row L1 Normalization
ex:row-l1-normalization
Other facts (20)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | Matrix | [3] |
| Rdf:type | Mathematical Structure | [4] |
| Rdf:type | Matrix | [6] |
| Rdf:type | Data Structure | [8] |
| Blew Up | Training Step 10400 | [1] |
| Blew Up | true | [3] |
| Updated Via Gradients | null | [1] |
| Causes | Nan | [1] |
| Lacks Constraints | null | [1] |
| Represents Weights | null | [1] |
| Exists As Parameter | true | [2] |
| Is2d Matrix | (G,G) | [2] |
| Magnitude Irrelevant After | Target Normalization | [2] |
| Determines Synchronization Direction | true | [2] |
| Determines | Synchronization Direction | [4] |
| Has Irrelevant Property | Magnitude | [4] |
| Feature | Fast Sparse Operation | [5] |
| Has Zero Diagonal | true | [7] |
| Is Fixed | true | [7] |
| Is Symmetric | true | [7] |
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
References (8)
ctx:discord/blah/watt-activation/part-136ctx:discord/blah/watt-activation/part-137ctx:discord/blah/watt-activation/136- full textwatt-activation-136text/plain2 KB
doc:agent/watt-activation-136/b63e2d8b-e5e6-437a-bc06-afc61927522eShow excerpt
[2026-03-09 06:01] xenonfun: okay we got issue: ``` step 10300/16670 61.8% loss=6.1309 ppl= 459.8 lr=4.03e-05 642ms 12,764tok/s eta=68min step 10400/16670 62.4% loss=nan ppl= nan lr=3.95e-05 644ms 12,714tok/s eta=67min s…
ctx:discord/blah/watt-activation/137- full textwatt-activation-137text/plain2 KB
doc:agent/watt-activation-137/9608fbdb-8ce7-4e5b-ac20-5c329d46eadeShow excerpt
[2026-03-09 06:07] xenonfun: ``` ❯ are you sure this is principaled? ⏺ No, you're right to push back. L1 normalization is ad-hoc — it bounds the magnitude but it's not derived from the manifold. The principled fix is to normalize the mean…
ctx:discord/blah/watt-activation/207- full textwatt-activation-207text/plain3 KB
doc:agent/watt-activation-207/9a40ca53-50d4-413d-9122-939988dbf13eShow excerpt
[2026-03-11 03:15] omega [bot]: Algorithmic approach to hybrid Lohe-Kuramoto model with sparse graph low-rank harmonics: 1. **Model Setup** - Represent each oscillator/unit as a node on a sparse graph. - Each node’s state encodes hig…
ctx:discord/blah/watt-activation/210- full textwatt-activation-210text/plain2 KB
doc:agent/watt-activation-210/20d41130-276e-4126-8cde-1fc6d9275db1Show excerpt
[2026-03-11 03:59] omega [bot]: The spectral and harmonic signatures being equivalent means that the graph spectral decomposition (eigenvalues/eigenvectors of graph Laplacian or adjacency) directly corresponds to the harmonic modes of the s…
ctx:discord/blah/watt-activation/310- full textwatt-activation-310text/plain2 KB
doc:agent/watt-activation-310/def19978-e389-42a5-b76d-effa98546fcfShow excerpt
[2026-03-15 00:34] xenonfun: ⏺ Good implementation. Here's my review: Topology-Aware AnchorKAN — Review What it does: - Adds 4 anchor graph topologies: complete (default/existing), ring, path, star - _anchor_topology_mask() builds…
ctx:discord/blah/watt-activation/447- full textwatt-activation-447text/plain2 KB
doc:agent/watt-activation-447/eb6b6320-13b6-4a43-9fc0-605d1212edf9Show excerpt
[2026-03-21 02:19] xenonfun: ``` ⏺ All phases complete. Here's the summary: Versor Extraction — Complete 20/20 tests pass, 686/686 full suite clean. What succeeded ┌───────────────────────────────┬───────────────────────────────…
See also
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