ml-quant-trading-synthetic / source_config.yaml
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Publish deterministic synthetic OHLCV artifact
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# Small synthetic config — runs end-to-end in <1 minute on a laptop CPU.
# This is the configuration that `make paper` and CI exercise.
seed: 42
artifacts_dir: artifacts/small
limit_pct: 0.098
costs_bps: 5.0
cov_lookback: 60
hidden: 64
loss_gamma: 0.1
synthetic:
n_stocks: 200
n_dates: 500
start_date: "2022-01-04"
annual_drift: 0.05
annual_vol: 0.30
market_beta: 0.6
halt_prob: 0.005
limit_pct: 0.10
seed: 42
device: cpu
train:
epochs: 8
batch_size: 1024
lr: 1.0e-3
weight_decay: 1.0e-5
grad_clip: 1.0
device: cpu
log_every: 50
save_dir: artifacts/small/checkpoints
val_split: 0.1
portfolio:
risk_aversion: 5.0
weight_cap: 0.05
long_only: true
cash_weight: 0.0
solver: SCS
shrinkage: true