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opendeviationbar-py ยท research dashboard
PHASE 1 SCAFFOLDING PIPELINE VIZ + ORTHOGONALITY 2026-05-07 โ†’ 2026-05-16

opendeviationbar-py Research Dashboard

Personal research dashboard โ€” pipeline architecture and orthogonal-feature explorations. Self-hosted on bigblack via Tailscale, companion to opendeviationbar-patterns.

Deliverables

5 hubs ยท 7 campaigns
๐Ÿ›  ARCHITECTURE ยท DELIVERABLE #1 2026-05-07

Pipeline Visualization

End-to-end SVG-in-HTML diagram of the full pipeline: Binance WebSocket ยท gap-fill API ยท MetaTrader 5 on BigBlack โ†’ opendeviationbar-py (data ingestion + ClickHouse storage) โ†’ opendeviationbar-patterns (decisions, market trading). 17 actors across crypto + forex tracks.

Actors
17
crypto + forex tracks
Swim lanes
5
source โ†’ execution
Diagram lines
657
orthogonal Manhattan routing
Open pipeline diagram โ†—
๐ŸŽฏ ORTHOGONALITY (candidates) ยท DELIVERABLE #2 ยท PR #493 (merged) 2026-05-16

Orthogonal feature candidates

64 candidate orthogonal features for BTCUSD, grouped into 4 families (entropy / fractal / chaos / transfer-entropy) per Terry's msg=3229 directive. Each family page shows the candidates against the existing coverage surface.

Candidates
64
total
Families
4
SVG per family
Not covered
55
passed novelty + audit
Covered
9
already shipped or claimed
Open candidates hub โ†—
๐Ÿช™ ORTHOGONALITY (forex candidates) ยท DELIVERABLE #5 2026-06-03 โ†’ 06-07

Forex orthogonal feature candidates

Forex sibling of the BTCUSD candidates hub (EURUSD / GBPUSD / XAUUSD). Parameterless candidate features traced through one pipeline โ€” multi-slice discovery โ†’ Chatterjee ฮพ keeper-confirmation gate โ†’ production implementation. Each campaign card opens its detailed loop pages.

Campaigns
3
discovery โ†’ impl
Assets
3
EUR / GBP / XAU
Batches
4
parameterless shortlist
ฮพ-confirmed
14
implemented columns
Open forex candidates hub โ†—
๐Ÿ“ INSTRUMENTS (matrices) ยท DELIVERABLE #3 2026-05-16

Measurement instruments catalog

85 SOTA metrics for evaluating feature orthogonality, organized in 3 tiers ร— 8 categories (A1-A4 measurement / B1-B2 adjacent / C1-C2 downstream). Sibling deliverable to the candidates audit โ€” different object: this enumerates the TOOLS, that enumerated the THINGS BEING MEASURED.

Metrics
85
unique catalog entries
Categories
8
SVG per category
Permissive
~30
MIT/BSD/Apache
Gaps filled
5
non-linear / cond / causal / synergy / regime
Open instruments hub โ†—
๐Ÿงญ THREE-AXIS PROBES ยท DELIVERABLE #4 ยท LIVING 2026-06-09 โ†’

Three-Axis Probes (living dashboard)

Terry's feature-column discipline โ€” orthogonal / parameterless / agnostic (msg 428) โ€” as three runnable probes + one promotion gate + the crypto shared data pool. Living reference (per-probe pages, sweep ledger); the dated spoke holds the frozen campaign record.

Axes
3
one probe each
New probes
2
parameterless + agnostic
Gate
1
tunable knob vetoes
Source
428
Terry msg, verbatim
Open probes hub โ†—

Campaigns

Campaign folders are published at the dashboard root on bigblack (~/sites/<date>-<slug>/); some predate the spokes/ convention.

Cross-references