signate-wandb-sync 0.1.0

A CLI tool to record SIGNATE competition scores to W&B

signate-wandb-sync

A CLI tool to record SIGNATE competition scores to Weights & Biases (W&B).

Installation

pip install signate-wandb-sync

Usage

score — Log SIGNATE scores to W&B

After submitting to SIGNATE and getting your score, record it to a W&B run:

# Full W&B URL
signate-wandb-sync score https://wandb.ai/your-entity/your-project/runs/abc123 --score 0.85 --rank 3

# With additional metrics
signate-wandb-sync score https://wandb.ai/your-entity/your-project/runs/abc123 \
    --score 0.85 --rank 3 \
    -m fbeta=0.85 -m recall=0.91

# Using bare run ID (requires --project)
signate-wandb-sync score abc123 --project your-entity/your-project --score 0.85

Options

Option	Description
--score	SIGNATE submission score (float)
--rank	Leaderboard rank (int)
--metric KEY=VALUE	Additional metric (repeatable)
--project entity/project	W&B project path (for bare run IDs)

Windows

PYTHONUTF8=1 signate-wandb-sync score <run_id> --score 0.85

Authentication

W&B: run wandb login beforehand (or set WANDB_API_KEY environment variable).

Requirements

• Python 3.9+
• wandb

License

MIT