SEP Trader

All project documentation has been consolidated under docs/README.md. Refer there for component-specific details.

Market Manifold Node

The Manifold Node computes and stores a deterministic “metric surface” for each instrument: entropy (H), coherence (C), stability (S) across fixed forward horizons. It runs locally on a GPU, writes Parquet, and optionally publishes a thin summary to Valkey for the live site.

Quickstart

1) Export OANDA creds in etc/oanda.env. 2) Build: bash cmake -B build -DSEP_USE_CUDA=ON && cmake --build build -j 3) Download raw candles: bash ./bin/data_downloader --instrument EUR_USD --granularity M1 \ --from 2024-01-01 --to 2024-01-31 \ --out /sep/data/raw/EUR_USD/2024/01/01/2024-01-01.jsonl.gz 4) Generate manifold: bash ./bin/manifold_generator --instrument EUR_USD \ --input /sep/data/raw/EUR_USD/2024/01/01/2024-01-01.jsonl.gz \ --out /sep/data/manifold/EUR_USD/2024/01/01/metrics.parquet \ --horizons 1,2,3,5,10,15,30 --tau-seconds 60 5) (Optional) Publish last 7 days to Valkey: bash python3 scripts/manifold_publish.py EUR_USD --days 7

Outputs are deterministic. Each Parquet row includes engine commit, build id, and CUDA arch.