From 96e4c5d1176f582bfe08dceb3823cb1bafac1012 Mon Sep 17 00:00:00 2001 From: rogerkuou Date: Fri, 2 Dec 2022 11:46:19 +0100 Subject: [PATCH 01/12] update example data --- example/demo_jackknife.py | 17 +++++------------ example/example_data/example_data.pickle | Bin 0 -> 3805136 bytes ...t_SURFEX_label_ASCAT_5GPI_2007_2019.pickle | Bin 7465693 -> 0 bytes .../testdata_plot_mean_sig_slop_curv.pickle | Bin 80448 -> 0 bytes .../testdata_plot_timeseries_toy.pickle | Bin 239402 -> 0 bytes 5 files changed, 5 insertions(+), 12 deletions(-) create mode 100644 example/example_data/example_data.pickle delete mode 100644 example/example_data/input_SURFEX_label_ASCAT_5GPI_2007_2019.pickle delete mode 100644 example/example_data/testdata_plot_mean_sig_slop_curv.pickle delete mode 100644 example/example_data/testdata_plot_timeseries_toy.pickle diff --git a/example/demo_jackknife.py b/example/demo_jackknife.py index 5815ba3..97a36ef 100644 --- a/example/demo_jackknife.py +++ b/example/demo_jackknife.py @@ -14,14 +14,12 @@ # Manual input val_split_year = 2017 out_path = './results/' - file_data = './example_data/input_SURFEX_label_ASCAT_5GPI_2007_2019.pickle' + file_data = './example_data/example_data.pickle' list_gpi = range(5) + output_list = ['sig', 'slop', 'curv'] input_list = [ - 'TG1', 'TG2', 'TG3', 'WG1', 'WG2', 'WG3', 'BIOMA1', 'BIOMA2', - 'RN_ISBA', 'H_ISBA', 'LE_ISBA', 'GFLUX_ISBA', 'EVAP_ISBA', 'GPP_ISBA', - 'R_ECO_ISBA', 'LAI_ISBA', 'XRS_ISBA' - ] + 'TG1', 'TG2', 'TG3', 'WG1', 'WG2', 'WG3', 'BIOMA1', 'BIOMA2'] searching_space = { 'num_dense_layers': [1, 10], 'num_input_nodes': [1, 6], @@ -29,7 +27,6 @@ 'learning_rate': [5e-4, 1e-2], 'activation': ['relu'] } - optimize_space = { 'best_loss': 1, 'n_calls': 15, @@ -41,10 +38,8 @@ 'x0': [1e-3, 1, 4, 13, 'relu', 64] } - # read the whole data - with open(file_data, 'rb') as f: - clusters = pickle.load(f) - df_all_gpi = clusters + # Read example data + df_all_gpi = pd.read_pickle(file_data) aprior, post = [], [] # Loop all gpi @@ -69,8 +64,6 @@ gpi.export_best() - - # Export apriori performance path_apriori_performance = '{}/apriori_performance_{}'.format( gpi.outpath, gpi.best_year) diff --git a/example/example_data/example_data.pickle b/example/example_data/example_data.pickle new file mode 100644 index 0000000000000000000000000000000000000000..fc20a8fafb168e801c7200e2c11d2504e308d78b GIT binary patch literal 3805136 zcmZ_02{@JQ_cn|uk|HisLr!_BP(K zb{<|1vW{LhZVt(DTv|3hHoN}w_oU=?VaXxMQgQ57ZcbjwapM2`+g;p!9K76ZT)k!8 zY}{>}9K5`ft(1n*Z~aZ2$c@ zzLm?};e^$HzQ8x1PBu!Ga$deJBsq@V-QLA5c@LZSUY}&!xRvg{ZpQ=uyLkMogO`h4 zavZmnqnC%9t*@h_gBSj=RO-I}-s^w=&!?~PpTF?!{_ktK-v7Mn{P$IU*MDC@^1rXA zR{ziIs{i?SssFyR45}x`as21=@zvfZ;JCxT+hTLvl6>||^uGn~Sro^*EqU+Wy?P7y z=Rg13!-A{c!?uSbDmji-Gua2<7RPDp>*DI;;*K}X;qB^T_wO=$Sny4(|E>~+|2cCz zFaLkHz^$7PeY||_eDG?{tKyd6A^+!_|E_&H zS(DW^`M+yq-NX8CHO{N!*bM(aD-Ztvty~>fe%1nyf$hH$;mqO8`F~lMvyfCOXVFrY ze}5i7IGEn@n}nYiuB}-<&j5+1A6$=7BuI#_pP}LiIGV|E_8vP4OGDz9KI$Ohn>C-G 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