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zenfro_v7
tope1129/zenfro_v7
zenfro_v7 is a machine learning model from tope1129. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Cascade miner generator. Emits fixed-length (L = 4096) univariate series from a lattice of dynamical stems, domain slices, and structure-algebra productions, aimed at 4096 → 64 forecast skill.
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.py81.7 KB · 95%
At a glance
- Access
- Public
- Created
- Jul 24, 2026
- Updated
- Jul 24, 2026
- SHA
- 670d6e8f
Model card
From the Hugging Face model README
zenfro_v7 — lattice prior
Cascade miner generator. Emits fixed-length (L = 4096) univariate series
from a lattice of dynamical stems, domain slices, and structure-algebra
productions, aimed at 4096 → 64 forecast skill.
Prior shape
- Dynamics core (~68%): AR(2), integrated (heavy/SV), OU-SV, regimes, seasonal/AR, spectral GP, exact/approx long memory, pulses, …
- Domain slices (~13%): retail demand, light weather, grid load
- Structure algebra (~17%): layered, segmented, carrier-mod, lead-lag, short-horizon (dual residual length), phrase-tile
Layout
zenfro_v7/
generator.py
config.json
requirements.txt
README.md
Quick checks
cascade verify ./mywork/zenfro_v7
cascade score ./mywork/zenfro_v7 --pool-dir <held-out>
Contract
- Deterministic at a fixed seed
- NumPy/SciPy only; segmented AR(1) for throughput
- Prefetch producer thread overlaps generation with training
- Created
- Jul 24, 2026
- Updated
- Jul 24, 2026