[ ZER0PA / ENCODING / SOURCE-BACKED ]

ENCODING

Monochrome ECG waveform and cardiac signal field without labels.

github.com/Zer0pa/ZPE-Bio DEVELOPER-READY

ECG With EveryBeat Encoded

07.1 · MIT-BIH INTEGRITY 48/48 mean replay error 1.12% inside 2.32% target · PTB-XL worst 5.29% disclosed

Mechanical plotter tracing diagram geometry on a black surface.

github.com/Zer0pa/ZPE-Diagram RESEARCH-READY

Encoding TheGrammar Of Diagrams

07.1 · STRUCTURAL FIDELITY 6/6 structure, style, draw order exact · fills/dashes/palette escapes refused

Monochrome financial tick-stream apparatus with market traces passing through a transparent compressor.

PHASE 06 PENDING

github.com/Zer0pa/ZPE-FT DEVELOPER-READY

Market Data ThatKeeps Its Shape

08.1 · OHLCV QUERY WIN 62.9x p95 Yahoo SPY query vs Parquet+zstd · price-field RMSE 0.0

Monochrome trajectory path map on a black geospatial field.

github.com/Zer0pa/ZPE-Geo DEVELOPER-READY

Journeys Seen AsPaths, Not Points.

07.1 · OSM EXTRACT 13.78x vs Douglas‑Peucker 6.45x · 34,668-way OSM extract

Sparse image geometry reconstruction on a dark field.

EXTERNAL COMPARATORS OPEN

github.com/Zer0pa/ZPE-Image RESEARCH-READY

Store The ShapeNot The Screenshot.

07.1 · INTERNAL BYTES 5.75x vs internal baseline · five sparse figures accepted, natural/mixed refused

Monochrome ink-stroke pen trace with labels removed.

github.com/Zer0pa/ZPE-Ink RESEARCH-READY

Ink That KnowsThe Hand That Wrote.

07.4 · HAUSDORFF 0.00 px UJI, CROHME, DigiLeTs · no stroke geometry drift

Monochrome sensor telemetry manifold with labels removed.

github.com/Zer0pa/ZPE-IoT DEVELOPER-READY

Telemetry ThatKeeps Its Shape

07.2 · MEAN CR 6.83x vs zstd 2.87x on DS-01..DS-10 · DS-12 competitor win disclosed

Monochrome codec chamber receiving four mental-form streams.

LINUX WHEEL ONLY

github.com/Zer0pa/ZPE-Mental RESEARCH-READY

Exploring A Codec ForMental Forms

07.1 · FORM FIDELITY 1.00 four mental forms · 20-bit packets, Rust/Python byte‑identical replay

Dark motion capture body geometry without labels.

github.com/Zer0pa/ZPE-Mocap RESEARCH-READY

Motion ClipsSearchable By Shape

07.1 · MEAN COMPRESSION 18.77x CMU 10‑clip BVH archive · p50 0.826 ms, Recall@10 0.583

Monochrome music score and encoded waveform with labels removed.

REAL-CORPUS OPEN

github.com/Zer0pa/ZPE-Music DEVELOPER-READY

Encoding TheMusic Inside The Music

07.1 · SCORE AXES 6/6 EXACT MusicXML exactness axes at 1.000 · 11/11 release checks

Dark neural spike and probe-stage composition without labels.

github.com/Zer0pa/ZPE-Neuro RESEARCH-READY

Event HorizonsOf Neural Spikes

07.1 · EVENT RATIO 481x DANDI 000034 spike-event window · 74.44 uV residual

Monochrome speech prosody microphone field with labels removed.

github.com/Zer0pa/ZPE-Prosody RESEARCH-READY

Encoding Speech'sShape And Feeling

07.2 · COMPRESSION 13.0x 0.64% voiced‑F0 RMSE · retrieval p@5 0.31 vs 0.80 target

Monochrome humanoid robot learning athletic motion on a black field.

github.com/Zer0pa/ZPE-Robotics DEVELOPER-READY

Robots That Learn MovesLike Humans Do.

07.1 · COMPRESSION 187.13x vs zstd_l19 4.59x · bounded-lossy LeRobot data

Dark surrogate smell apparatus without visible labels.

SURROGATE SCOPE

github.com/Zer0pa/ZPE-Smell RESEARCH-READY

A SurrogateNose For AI

07.1 · SURROGATE SPEARMAN 0.9996 NN@1 94.29% · mixture collisions 0.00%, surrogate only

Cropped monochrome tongue and taste apparatus with labels removed.

NEGATIVE RESULT

github.com/Zer0pa/ZPE-Taste RESEARCH-READY

Failing At TheGeometry Of Taste.

07.1 · METRIC FIT 0.207 below 0.6 gate · identity controls 1.000, negative result

Monochrome tactile fiber-branch apparatus with contact geometry feeding bounded touch channels.

V_01..V_03 PASS

github.com/Zer0pa/ZPE-Touch RESEARCH-READY

Encoding ManyDimensions Of Touch

07.4 · VERIFICATIONS V_01..V_03 PASS four branches exact at 1.0 · wrong decoder returns 0.0

Monochrome optical-flow video perception apparatus without text.

RECEIPT CORE OPEN

github.com/Zer0pa/ZPE-Video DEVELOPER-READY

See What AI ModelsReally See

07.1 · CROSS-WRITER SHA 3 CASES STABLE two independent Python writers · byte-identical perception receipts

Monochrome extended-reality hand tracking rig on a black field.

github.com/Zer0pa/ZPE-XR RESEARCH-READY

Encoding Two-Hand MotionFor XR Transport

07.2 · BYTES / FRAME 25.9 B 23.9x vs raw, 0.057 ms enc+dec · float16+zlib wins MPJPE