from camelsml import split_basins, cross_validation_split, load_config
cfg = load_config(cfg_file="../camels_root_info.txt")
cross_validation_split(
camels_root=cfg["camels_root"],
basin_list=
"/home/bernhard/git/Master-Thesis/basin_lists/basin_list_us_specified.txt",
k=5,
test_split=0.25,
store_folder=
"/home/bernhard/git/Master-Thesis/runs/combined_dataset/train_us_val_gb/cv",
seed=19970204,
dataset=cfg["dataset"],
timeseries=cfg["timeseries"],
)
split_basins(
camels_root=cfg["camels_root"],
basin_list=
"/home/bernhard/git/Master-Thesis/basin_lists/basin_list_gb_specified.txt",
split=[0, 0.65, 0.1],
dataset=cfg["dataset"],
timeseries=cfg["timeseries"],
seed=19970204,
normalize=False,
store_folder=
"/home/bernhard/git/Master-Thesis/runs/combined_dataset/train_us_val_gb/gb_split",
)
from camelsml import split_basins, load_config
cfg = load_config(cfg_file="camels_root_info.txt")
split_basins(
camels_root=cfg["camels_root"],
basin_list=
"/home/bernhard/git/ealstm_regional_modeling_camels_gb/data/basin_list.txt",
split=[0.65, 0.1, 0.25],
store_folder=
"/home/bernhard/git/Master-Thesis/runs/correlation_reduction/basin_splits",
seed=19970204,
)