Basic run
The minimum to score a PSU-ISM ensemble and produce weights:
import fusion
cfg = fusion.load_config("my_run.yaml")
result = fusion.run(cfg)
fusion.save_weights(result, "weights.csv")
fusion.plot_projection(result, "sle_2100.png")
fusion.save_metadata(result, "run_metadata.json")
weights.csv looks like:
| member_id | posterior_mean | posterior_sd | point_estimate |
|---|---|---|---|
| run_001 | 0.142 | 0.018 | 0.139 |
| run_002 | 0.097 | 0.014 | 0.094 |
| ... | ... | ... | ... |