| import pandas as pd | |
| import xarray as xr | |
| from pathlib import Path | |
| file_path = Path("data/bayesian/l63_hm.nc") | |
| with xr.open_dataset(file_path) as dataset: | |
| metric = dataset["metric"] | |
| metric = metric.where(metric != -1) | |
| metric_mean = metric.mean(dim="random_seed", skipna=True) | |
| df = metric_mean.to_dataframe(name="metric").reset_index() | |
| print(df.head()) | |
| file_path_abc = Path("data/bayesian/l63_abc.nc") | |
| with xr.open_dataset(file_path_abc) as dataset: | |
| metric = dataset["metric"] | |
| metric = metric.where(metric != -1) | |
| metric_mean = metric.mean(dim="random_seed", skipna=True) | |
| df = metric_mean.to_dataframe(name="metric").reset_index() | |
| print(df.head()) | |