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Commit 6faad683 authored by tomrink's avatar tomrink
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parent 72f332d5
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......@@ -38,10 +38,10 @@ ds_types = ['f4' for i in range(23)] + ['i4' for i in range(3)]
a_clvr_file = '/home/rink/data/clavrx/clavrx_OR_ABI-L1b-RadC-M3C01_G16_s20190020002186.level2.nc'
icing_files = [f for f in glob.glob('/data/Personal/rink/icing2_ml/icing_2*.h5')]
icing_files = [f for f in glob.glob('/data/Personal/rink/icing2_ml/icing_l1b_2*.h5')]
icing_l1b_files = []
no_icing_files = [f for f in glob.glob('/data/Personal/rink/icing2_ml/no_icing_2*.h5')]
no_icing_files = [f for f in glob.glob('/data/Personal/rink/icing2_ml/no_icing_l1b_2*.h5')]
no_icing_l1b_files = []
train_params_day = ['cld_height_acha', 'cld_geo_thick', 'supercooled_cloud_fraction', 'cld_temp_acha', 'cld_press_acha',
......@@ -1156,8 +1156,7 @@ def run_mean_std(check_cloudy=False, no_icing_to_icing_ratio=5):
'cld_opd_dcomp', 'cld_opd_dcomp_1', 'cld_opd_dcomp_2', 'cld_opd_dcomp_3', 'cld_cwp_dcomp', 'iwc_dcomp',
'lwc_dcomp', 'cld_emiss_acha', 'conv_cloud_fraction']
mean_dct = {}
std_dct = {}
mean_std_dct = {}
ice_flist = [f for f in glob.glob('/home/rink/data/icing/icing_2*.h5')]
no_ice_flist = [f for f in glob.glob('/home/rink/data/icing/no_icing_2*.h5')]
......@@ -1213,13 +1212,12 @@ def run_mean_std(check_cloudy=False, no_icing_to_icing_ratio=5):
print(dname,': (', mean, mean_i, mean_ni, ') (', std, std_i, std_ni, ')')
mean_dct[dname] = mean
std_dct[dname] = std
mean_std_dct[dname] = (mean, std)
[h5f.close() for h5f in ice_h5f_lst]
[h5f.close() for h5f in no_ice_h5f_lst]
return mean_dct, std_dct
return mean_std_dct
def split_data(num_obs, perc=0.2, skip=1, shuffle=True):
......
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