diff --git a/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_1-5GeV_xyz-c.toml b/scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_1-5GeV_xyz-c.toml
similarity index 100%
rename from user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_1-5GeV_xyz-c.toml
rename to scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_1-5GeV_xyz-c.toml
diff --git a/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_1-5GeV_xyz-t.toml b/scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_1-5GeV_xyz-t.toml
similarity index 100%
rename from user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_1-5GeV_xyz-t.toml
rename to scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_1-5GeV_xyz-t.toml
diff --git a/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_3-100GeV_xyz-c.toml b/scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_3-100GeV_xyz-c.toml
similarity index 100%
rename from user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_3-100GeV_xyz-c.toml
rename to scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_3-100GeV_xyz-c.toml
diff --git a/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_3-100GeV_xyz-t.toml b/scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_3-100GeV_xyz-t.toml
similarity index 100%
rename from user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_3-100GeV_xyz-t.toml
rename to scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_3-100GeV_xyz-t.toml
diff --git a/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_mupage_xyz-c.toml b/scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_mupage_xyz-c.toml
similarity index 100%
rename from user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_mupage_xyz-c.toml
rename to scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_mupage_xyz-c.toml
diff --git a/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_mupage_xyz-t.toml b/scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_mupage_xyz-t.toml
similarity index 100%
rename from user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_mupage_xyz-t.toml
rename to scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_mupage_xyz-t.toml
diff --git a/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_random_noise_xyz-c.toml b/scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_random_noise_xyz-c.toml
similarity index 100%
rename from user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_random_noise_xyz-c.toml
rename to scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_random_noise_xyz-c.toml
diff --git a/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_random_noise_xyz-t.toml b/scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_random_noise_xyz-t.toml
similarity index 100%
rename from user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_random_noise_xyz-t.toml
rename to scraps/user/config/orca_115l_mupage_rn_neutr_classifier/conf_ORCA_115l_random_noise_xyz-t.toml
diff --git a/user/config/orca_115l_regression/conf_ORCA_115l_1-5GeV_xyz-c.toml b/scraps/user/config/orca_115l_regression/conf_ORCA_115l_1-5GeV_xyz-c.toml
similarity index 100%
rename from user/config/orca_115l_regression/conf_ORCA_115l_1-5GeV_xyz-c.toml
rename to scraps/user/config/orca_115l_regression/conf_ORCA_115l_1-5GeV_xyz-c.toml
diff --git a/user/config/orca_115l_regression/conf_ORCA_115l_1-5GeV_xyz-t.toml b/scraps/user/config/orca_115l_regression/conf_ORCA_115l_1-5GeV_xyz-t.toml
similarity index 100%
rename from user/config/orca_115l_regression/conf_ORCA_115l_1-5GeV_xyz-t.toml
rename to scraps/user/config/orca_115l_regression/conf_ORCA_115l_1-5GeV_xyz-t.toml
diff --git a/user/config/orca_115l_regression/conf_ORCA_115l_3-100GeV_xyz-c.toml b/scraps/user/config/orca_115l_regression/conf_ORCA_115l_3-100GeV_xyz-c.toml
similarity index 100%
rename from user/config/orca_115l_regression/conf_ORCA_115l_3-100GeV_xyz-c.toml
rename to scraps/user/config/orca_115l_regression/conf_ORCA_115l_3-100GeV_xyz-c.toml
diff --git a/user/config/orca_115l_regression/conf_ORCA_115l_3-100GeV_xyz-t.toml b/scraps/user/config/orca_115l_regression/conf_ORCA_115l_3-100GeV_xyz-t.toml
similarity index 100%
rename from user/config/orca_115l_regression/conf_ORCA_115l_3-100GeV_xyz-t.toml
rename to scraps/user/config/orca_115l_regression/conf_ORCA_115l_3-100GeV_xyz-t.toml
diff --git a/user/config/orca_115l_ts_classifier/conf_ORCA_115l_1-5GeV_xyz-t_tight-1.toml b/scraps/user/config/orca_115l_ts_classifier/conf_ORCA_115l_1-5GeV_xyz-t_tight-1.toml
similarity index 100%
rename from user/config/orca_115l_ts_classifier/conf_ORCA_115l_1-5GeV_xyz-t_tight-1.toml
rename to scraps/user/config/orca_115l_ts_classifier/conf_ORCA_115l_1-5GeV_xyz-t_tight-1.toml
diff --git a/user/config/orca_115l_ts_classifier/conf_ORCA_115l_1-5GeV_xyz-t_tight-2.toml b/scraps/user/config/orca_115l_ts_classifier/conf_ORCA_115l_1-5GeV_xyz-t_tight-2.toml
similarity index 100%
rename from user/config/orca_115l_ts_classifier/conf_ORCA_115l_1-5GeV_xyz-t_tight-2.toml
rename to scraps/user/config/orca_115l_ts_classifier/conf_ORCA_115l_1-5GeV_xyz-t_tight-2.toml
diff --git a/user/config/orca_115l_ts_classifier/conf_ORCA_115l_3-100GeV_xyz-t_tight-1.toml b/scraps/user/config/orca_115l_ts_classifier/conf_ORCA_115l_3-100GeV_xyz-t_tight-1.toml
similarity index 100%
rename from user/config/orca_115l_ts_classifier/conf_ORCA_115l_3-100GeV_xyz-t_tight-1.toml
rename to scraps/user/config/orca_115l_ts_classifier/conf_ORCA_115l_3-100GeV_xyz-t_tight-1.toml
diff --git a/user/config/orca_115l_ts_classifier/conf_ORCA_115l_3-100GeV_xyz-t_tight-2.toml b/scraps/user/config/orca_115l_ts_classifier/conf_ORCA_115l_3-100GeV_xyz-t_tight-2.toml
similarity index 100%
rename from user/config/orca_115l_ts_classifier/conf_ORCA_115l_3-100GeV_xyz-t_tight-2.toml
rename to scraps/user/config/orca_115l_ts_classifier/conf_ORCA_115l_3-100GeV_xyz-t_tight-2.toml
diff --git a/user/job_submission_scripts/submit_data_to_images.sh b/scraps/user/job_submission_scripts/submit_data_to_images.sh
similarity index 97%
rename from user/job_submission_scripts/submit_data_to_images.sh
rename to scraps/user/job_submission_scripts/submit_data_to_images.sh
index aa70089390a772d45b02c4a51c810996ed752779..65d1761ca2aa070fd49c9354324f3bff354ed987 100644
--- a/user/job_submission_scripts/submit_data_to_images.sh
+++ b/scraps/user/job_submission_scripts/submit_data_to_images.sh
@@ -25,10 +25,10 @@ python_env_folder=/home/hpc/capn/mppi033h/.virtualenv/python_3_env/
 job_logs_folder=/home/woody/capn/mppi033h/logs/orcasong/cout
 
 detx_filepath=/home/woody/capn/mppi033h/Code/OrcaSong/orcasong_contrib/detx_files/orca_115strings_av23min20mhorizontal_18OMs_alt9mvertical_v1.detx
-config_file=/home/woody/capn/mppi033h/Code/OrcaSong/user/config/orca_115l_regression/conf_ORCA_115l_3-100GeV_xyz-c.toml
+config_file=/home/woody/capn/mppi033h/Code/OrcaSong/user/config/orca_115l_ts_classifier/conf_ORCA_115l_1-5GeV_xyz-t_tight-2.toml
 
-particle_type=muon-CC
-mc_prod=neutr_3-100GeV
+particle_type=elec-NC
+mc_prod=neutr_1-5GeV
 
 # total number of files per job
 # For neutrinos 3-100GeV:
diff --git a/orcasong_contrib/utilities/__init__.py b/scraps/utilities/__init__.py
similarity index 100%
rename from orcasong_contrib/utilities/__init__.py
rename to scraps/utilities/__init__.py
diff --git a/orcasong_contrib/utilities/count_number_of_events_in_folder.py b/scraps/utilities/count_number_of_events_in_folder.py
similarity index 100%
rename from orcasong_contrib/utilities/count_number_of_events_in_folder.py
rename to scraps/utilities/count_number_of_events_in_folder.py
diff --git a/orcasong_contrib/utilities/dom_binning.py b/scraps/utilities/dom_binning.py
similarity index 100%
rename from orcasong_contrib/utilities/dom_binning.py
rename to scraps/utilities/dom_binning.py
diff --git a/orcasong_contrib/utilities/get_func_for_flat_track_shower.py b/scraps/utilities/get_func_for_flat_track_shower.py
similarity index 84%
rename from orcasong_contrib/utilities/get_func_for_flat_track_shower.py
rename to scraps/utilities/get_func_for_flat_track_shower.py
index 44f6240fb08c6d20c3e641737d7e8df3873a5d29..c7e38da7e62a70ecb009840f6f1455811d42ee58 100644
--- a/orcasong_contrib/utilities/get_func_for_flat_track_shower.py
+++ b/scraps/utilities/get_func_for_flat_track_shower.py
@@ -58,10 +58,11 @@ def get_energies_for_fpaths(fpath_list, fpath_list_key_ic, cut_e_higher_than_3=F
 
         f = h5py.File(fpath, 'r')
 
-        tracks = f['mc_tracks']
-        tracks_neutr = tracks[tracks['bjorkeny'] != 0]
+        # tracks = f['mc_tracks']
+        # tracks_neutr = tracks[tracks['bjorkeny'] != 0]
+        # assert f['event_info'].shape == tracks_neutr.shape
+        tracks_neutr = f['y']
 
-        assert f['event_info'].shape == tracks_neutr.shape
         energies = tracks_neutr['energy']
 
         if cut_e_higher_than_3 is True:
@@ -207,22 +208,23 @@ def plot_e_and_make_flat_func(energies_for_ic):
     # save e_bins and corresponding fractions
 
     # make e_bins with mean center
-    e_bins = []
-    for i in range(bins.shape[0] - 1):
-        e_mean = (bins[i] + bins[i+1]) / 2
-        e_bins.append(e_mean)
 
-    e_bins = np.array(e_bins)
-
-
-    arr_fract_for_e_bins = np.vstack((e_bins, track_div_shower))
-    print(arr_fract_for_e_bins)
-
-    np.save('./arr_fract_for_e_bins.npy', arr_fract_for_e_bins)
+    # e_bins = []
+    # for i in range(bins.shape[0] - 1):
+    #     e_mean = (bins[i] + bins[i+1]) / 2
+    #     e_bins.append(e_mean)
+    #
+    # e_bins = np.array(e_bins)
+    #
+    #
+    # arr_fract_for_e_bins = np.vstack((e_bins, track_div_shower))
+    # print(arr_fract_for_e_bins)
+    #
+    # np.save('./arr_fract_for_e_bins.npy', arr_fract_for_e_bins)
 
 
 def main():
-    dirs = {
+    dirs_temp = {
             'muon_cc_3_100': '/home/saturn/capn/mppi033h/Data/raw_data/ORCA_JTE_NEMOWATER/calibrated/with_jte_times/3-100GeV/muon-CC',
             'muon_cc_1_5': '/home/saturn/capn/mppi033h/Data/raw_data/ORCA_JTE_NEMOWATER/calibrated/with_jte_times/1-5GeV/muon-CC',
             'elec_cc_3_100': '/home/saturn/capn/mppi033h/Data/raw_data/ORCA_JTE_NEMOWATER/calibrated/with_jte_times/3-100GeV/elec-CC',
@@ -231,6 +233,15 @@ def main():
             'elec_nc_1_5': '/home/saturn/capn/mppi033h/Data/raw_data/ORCA_JTE_NEMOWATER/calibrated/with_jte_times/1-5GeV/elec-NC'
             }
 
+    dirs = {
+            'muon_cc_3_100': '/home/saturn/capn/mppi033h/Data/input_images/ORCA_2016_115l/tight_1_60b_ts_classifier/muon-CC/3-100GeV/xyzt',
+            'muon_cc_1_5': '/home/saturn/capn/mppi033h/Data/input_images/ORCA_2016_115l/tight_1_60b_ts_classifier/muon-CC/1-5GeV/xyzt',
+            'elec_cc_3_100': '/home/saturn/capn/mppi033h/Data/input_images/ORCA_2016_115l/tight_1_60b_ts_classifier/elec-CC/3-100GeV/xyzt',
+            'elec_cc_1_5': '/home/saturn/capn/mppi033h/Data/input_images/ORCA_2016_115l/tight_1_60b_ts_classifier/elec-CC/1-5GeV/xyzt',
+            'elec_nc_3_100': '/home/saturn/capn/mppi033h/Data/input_images/ORCA_2016_115l/tight_1_60b_ts_classifier/elec-NC/3-100GeV/xyzt',
+            'elec_nc_1_5': '/home/saturn/capn/mppi033h/Data/input_images/ORCA_2016_115l/tight_1_60b_ts_classifier/elec-NC/1-5GeV/xyzt'
+            }
+
     if os.path.isfile('./energies_for_ic.npz') is True:
         energies_for_ic = load_energies_for_ic()
 
diff --git a/orcasong_contrib/utilities/test_n_evts.py b/scraps/utilities/test_n_evts.py
similarity index 100%
rename from orcasong_contrib/utilities/test_n_evts.py
rename to scraps/utilities/test_n_evts.py
diff --git a/orcasong_contrib/utilities/timecut_test/__init__.py b/scraps/utilities/timecut_test/__init__.py
similarity index 100%
rename from orcasong_contrib/utilities/timecut_test/__init__.py
rename to scraps/utilities/timecut_test/__init__.py
diff --git a/orcasong_contrib/utilities/timecut_test/plots/elec-CC/.gitkeep b/scraps/utilities/timecut_test/plots/elec-CC/.gitkeep
similarity index 100%
rename from orcasong_contrib/utilities/timecut_test/plots/elec-CC/.gitkeep
rename to scraps/utilities/timecut_test/plots/elec-CC/.gitkeep
diff --git a/orcasong_contrib/utilities/timecut_test/plots/muon-CC/.gitkeep b/scraps/utilities/timecut_test/plots/muon-CC/.gitkeep
similarity index 100%
rename from orcasong_contrib/utilities/timecut_test/plots/muon-CC/.gitkeep
rename to scraps/utilities/timecut_test/plots/muon-CC/.gitkeep
diff --git a/orcasong_contrib/utilities/timecut_test/plots/mupage/.gitkeep b/scraps/utilities/timecut_test/plots/mupage/.gitkeep
similarity index 100%
rename from orcasong_contrib/utilities/timecut_test/plots/mupage/.gitkeep
rename to scraps/utilities/timecut_test/plots/mupage/.gitkeep
diff --git a/orcasong_contrib/utilities/timecut_test/plots/random_noise/.gitkeep b/scraps/utilities/timecut_test/plots/random_noise/.gitkeep
similarity index 100%
rename from orcasong_contrib/utilities/timecut_test/plots/random_noise/.gitkeep
rename to scraps/utilities/timecut_test/plots/random_noise/.gitkeep
diff --git a/orcasong_contrib/utilities/timecut_test/plots/tau-CC/.gitkeep b/scraps/utilities/timecut_test/plots/tau-CC/.gitkeep
similarity index 100%
rename from orcasong_contrib/utilities/timecut_test/plots/tau-CC/.gitkeep
rename to scraps/utilities/timecut_test/plots/tau-CC/.gitkeep
diff --git a/orcasong_contrib/utilities/timecut_test/timecut_test.py b/scraps/utilities/timecut_test/timecut_test.py
similarity index 100%
rename from orcasong_contrib/utilities/timecut_test/timecut_test.py
rename to scraps/utilities/timecut_test/timecut_test.py