From b0ebbbd6608f1e09c5399e48a7709f77dd4f8e61 Mon Sep 17 00:00:00 2001
From: Schneider Leo <leo.schneider@etu.ec-lyon.fr>
Date: Thu, 23 May 2024 16:00:51 +0200
Subject: [PATCH] PCA

---
 .gitignore                             |   1 +
 .idea/LC-MS-RT-prediction.iml          |   2 +-
 .idea/misc.xml                         |   2 +-
 fig/evol/reg_epoch_1.png               | Bin 17716 -> 11894 bytes
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 fig/evol/reg_epoch_3.png               | Bin 17698 -> 11988 bytes
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 fig/evol/reg_epoch_4.png               | Bin 17823 -> 14548 bytes
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 fig/evol/reg_epoch_45.png              | Bin 15419 -> 18024 bytes
 fig/evol/reg_epoch_46.png              | Bin 17830 -> 18035 bytes
 fig/evol/reg_epoch_47.png              | Bin 20902 -> 18978 bytes
 fig/evol/reg_epoch_48.png              | Bin 14122 -> 18009 bytes
 fig/evol/reg_epoch_49.png              | Bin 12731 -> 16459 bytes
 fig/evol/reg_epoch_5.png               | Bin 16352 -> 42834 bytes
 fig/evol/reg_epoch_50.png              | Bin 13136 -> 17568 bytes
 fig/evol/reg_epoch_51.png              | Bin 12568 -> 21636 bytes
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 fig/evol/reg_epoch_55.png              | Bin 13931 -> 16794 bytes
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 fig/evol/reg_epoch_58.png              | Bin 13987 -> 18507 bytes
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 fig/evol/reg_epoch_6.png               | Bin 14698 -> 18738 bytes
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 fig/evol/reg_epoch_7.png               | Bin 15767 -> 18789 bytes
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 fig/evol/reg_epoch_71.png              | Bin 14682 -> 16515 bytes
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 fig/evol/reg_epoch_78.png              | Bin 21439 -> 21174 bytes
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 fig/evol/reg_epoch_8.png               | Bin 15194 -> 18242 bytes
 fig/evol/reg_epoch_80.png              | Bin 17218 -> 18881 bytes
 fig/evol/reg_epoch_81.png              | Bin 15404 -> 15970 bytes
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 fig/evol/reg_epoch_85.png              | Bin 14937 -> 19576 bytes
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 fig/evol/reg_epoch_87.png              | Bin 15078 -> 17409 bytes
 fig/evol/reg_epoch_88.png              | Bin 15455 -> 18874 bytes
 fig/evol/reg_epoch_89.png              | Bin 15512 -> 18175 bytes
 fig/evol/reg_epoch_9.png               | Bin 15678 -> 17684 bytes
 fig/evol/reg_epoch_90.png              | Bin 15299 -> 17831 bytes
 fig/evol/reg_epoch_91.png              | Bin 16215 -> 19623 bytes
 fig/evol/reg_epoch_92.png              | Bin 16150 -> 20527 bytes
 fig/evol/reg_epoch_93.png              | Bin 15239 -> 20107 bytes
 fig/evol/reg_epoch_94.png              | Bin 15439 -> 18411 bytes
 fig/evol/reg_epoch_95.png              | Bin 16101 -> 16711 bytes
 fig/evol/reg_epoch_96.png              | Bin 16981 -> 15672 bytes
 fig/evol/reg_epoch_97.png              | Bin 16676 -> 16589 bytes
 fig/evol/reg_epoch_98.png              | Bin 16284 -> 17197 bytes
 fig/evol/reg_epoch_99.png              | Bin 17743 -> 17240 bytes
 fig/unstability/reg_epoch_0.png        | Bin 22501 -> 12069 bytes
 fig/unstability/reg_epoch_1.png        | Bin 22866 -> 11672 bytes
 fig/unstability/reg_epoch_10.png       | Bin 22425 -> 22391 bytes
 fig/unstability/reg_epoch_11.png       | Bin 22131 -> 22673 bytes
 fig/unstability/reg_epoch_12.png       | Bin 22116 -> 22513 bytes
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 fig/unstability/reg_epoch_15.png       | Bin 21674 -> 23009 bytes
 fig/unstability/reg_epoch_16.png       | Bin 21907 -> 23207 bytes
 fig/unstability/reg_epoch_17.png       | Bin 21878 -> 22802 bytes
 fig/unstability/reg_epoch_18.png       | Bin 22028 -> 22728 bytes
 fig/unstability/reg_epoch_19.png       | Bin 22355 -> 22985 bytes
 fig/unstability/reg_epoch_2.png        | Bin 22684 -> 12299 bytes
 fig/unstability/reg_epoch_20.png       | Bin 22143 -> 22963 bytes
 fig/unstability/reg_epoch_21.png       | Bin 22282 -> 22998 bytes
 fig/unstability/reg_epoch_22.png       | Bin 22202 -> 22634 bytes
 fig/unstability/reg_epoch_23.png       | Bin 22076 -> 23083 bytes
 fig/unstability/reg_epoch_24.png       | Bin 22183 -> 22494 bytes
 fig/unstability/reg_epoch_25.png       | Bin 21965 -> 23097 bytes
 fig/unstability/reg_epoch_26.png       | Bin 22261 -> 22493 bytes
 fig/unstability/reg_epoch_27.png       | Bin 22046 -> 22761 bytes
 fig/unstability/reg_epoch_28.png       | Bin 22121 -> 22607 bytes
 fig/unstability/reg_epoch_29.png       | Bin 21796 -> 22409 bytes
 fig/unstability/reg_epoch_3.png        | Bin 22513 -> 12378 bytes
 fig/unstability/reg_epoch_30.png       | Bin 21978 -> 22815 bytes
 fig/unstability/reg_epoch_31.png       | Bin 21790 -> 22653 bytes
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 fig/unstability/reg_epoch_33.png       | Bin 21840 -> 22536 bytes
 fig/unstability/reg_epoch_34.png       | Bin 21947 -> 22819 bytes
 fig/unstability/reg_epoch_35.png       | Bin 22161 -> 22906 bytes
 fig/unstability/reg_epoch_36.png       | Bin 22042 -> 23007 bytes
 fig/unstability/reg_epoch_37.png       | Bin 22037 -> 22914 bytes
 fig/unstability/reg_epoch_38.png       | Bin 22065 -> 22729 bytes
 fig/unstability/reg_epoch_39.png       | Bin 21782 -> 22731 bytes
 fig/unstability/reg_epoch_4.png        | Bin 22578 -> 12896 bytes
 fig/unstability/reg_epoch_40.png       | Bin 21888 -> 22999 bytes
 fig/unstability/reg_epoch_41.png       | Bin 22100 -> 22574 bytes
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 fig/unstability/reg_epoch_45.png       | Bin 22389 -> 22524 bytes
 fig/unstability/reg_epoch_46.png       | Bin 22781 -> 23043 bytes
 fig/unstability/reg_epoch_47.png       | Bin 21936 -> 23056 bytes
 fig/unstability/reg_epoch_48.png       | Bin 21894 -> 23017 bytes
 fig/unstability/reg_epoch_49.png       | Bin 22264 -> 22700 bytes
 fig/unstability/reg_epoch_5.png        | Bin 22855 -> 22984 bytes
 fig/unstability/reg_epoch_50.png       | Bin 22137 -> 22803 bytes
 fig/unstability/reg_epoch_51.png       | Bin 21993 -> 22753 bytes
 fig/unstability/reg_epoch_52.png       | Bin 22248 -> 22982 bytes
 fig/unstability/reg_epoch_53.png       | Bin 22261 -> 22964 bytes
 fig/unstability/reg_epoch_54.png       | Bin 22409 -> 22368 bytes
 fig/unstability/reg_epoch_55.png       | Bin 22154 -> 22918 bytes
 fig/unstability/reg_epoch_56.png       | Bin 22602 -> 23054 bytes
 fig/unstability/reg_epoch_57.png       | Bin 22283 -> 22935 bytes
 fig/unstability/reg_epoch_58.png       | Bin 22642 -> 22896 bytes
 fig/unstability/reg_epoch_59.png       | Bin 22492 -> 22995 bytes
 fig/unstability/reg_epoch_6.png        | Bin 22716 -> 23118 bytes
 fig/unstability/reg_epoch_60.png       | Bin 22644 -> 23223 bytes
 fig/unstability/reg_epoch_61.png       | Bin 22447 -> 23069 bytes
 fig/unstability/reg_epoch_62.png       | Bin 22711 -> 22717 bytes
 fig/unstability/reg_epoch_63.png       | Bin 22452 -> 23197 bytes
 fig/unstability/reg_epoch_64.png       | Bin 22592 -> 23171 bytes
 fig/unstability/reg_epoch_65.png       | Bin 22821 -> 22975 bytes
 fig/unstability/reg_epoch_66.png       | Bin 22704 -> 22681 bytes
 fig/unstability/reg_epoch_67.png       | Bin 23111 -> 23445 bytes
 fig/unstability/reg_epoch_68.png       | Bin 23065 -> 22867 bytes
 fig/unstability/reg_epoch_69.png       | Bin 22943 -> 23299 bytes
 fig/unstability/reg_epoch_7.png        | Bin 22753 -> 23107 bytes
 fig/unstability/reg_epoch_70.png       | Bin 23051 -> 22978 bytes
 fig/unstability/reg_epoch_71.png       | Bin 23444 -> 23162 bytes
 fig/unstability/reg_epoch_72.png       | Bin 22543 -> 23028 bytes
 fig/unstability/reg_epoch_73.png       | Bin 23410 -> 23699 bytes
 fig/unstability/reg_epoch_74.png       | Bin 23200 -> 23270 bytes
 fig/unstability/reg_epoch_75.png       | Bin 22897 -> 23410 bytes
 fig/unstability/reg_epoch_76.png       | Bin 23656 -> 22697 bytes
 fig/unstability/reg_epoch_77.png       | Bin 23710 -> 23277 bytes
 fig/unstability/reg_epoch_78.png       | Bin 23032 -> 22737 bytes
 fig/unstability/reg_epoch_79.png       | Bin 22953 -> 23246 bytes
 fig/unstability/reg_epoch_8.png        | Bin 22731 -> 22619 bytes
 fig/unstability/reg_epoch_80.png       | Bin 22813 -> 23045 bytes
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 fig/unstability/reg_epoch_82.png       | Bin 23158 -> 23024 bytes
 fig/unstability/reg_epoch_83.png       | Bin 23267 -> 23566 bytes
 fig/unstability/reg_epoch_84.png       | Bin 23126 -> 23057 bytes
 fig/unstability/reg_epoch_85.png       | Bin 22881 -> 23147 bytes
 fig/unstability/reg_epoch_86.png       | Bin 23194 -> 23012 bytes
 fig/unstability/reg_epoch_87.png       | Bin 22954 -> 23486 bytes
 fig/unstability/reg_epoch_88.png       | Bin 22929 -> 23384 bytes
 fig/unstability/reg_epoch_89.png       | Bin 23420 -> 23297 bytes
 fig/unstability/reg_epoch_9.png        | Bin 22541 -> 22377 bytes
 fig/unstability/reg_epoch_90.png       | Bin 23342 -> 23275 bytes
 fig/unstability/reg_epoch_91.png       | Bin 23281 -> 23072 bytes
 fig/unstability/reg_epoch_92.png       | Bin 23391 -> 23313 bytes
 fig/unstability/reg_epoch_93.png       | Bin 23308 -> 23332 bytes
 fig/unstability/reg_epoch_94.png       | Bin 23408 -> 23494 bytes
 fig/unstability/reg_epoch_95.png       | Bin 23300 -> 23249 bytes
 fig/unstability/reg_epoch_96.png       | Bin 23616 -> 23586 bytes
 fig/unstability/reg_epoch_97.png       | Bin 23187 -> 23711 bytes
 fig/unstability/reg_epoch_98.png       | Bin 23290 -> 23225 bytes
 fig/unstability/reg_epoch_99.png       | Bin 23568 -> 23656 bytes
 results/pred_prosit_ori/mem_pred_0.npy | Bin 526568 -> 526568 bytes
 203 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/.gitignore b/.gitignore
index 749ec53..3d11029 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,3 +4,4 @@
 /dataset/
 /database/
 /wandb_run/
+/fig/
diff --git a/.idea/LC-MS-RT-prediction.iml b/.idea/LC-MS-RT-prediction.iml
index 82f955b..e70a79c 100644
--- a/.idea/LC-MS-RT-prediction.iml
+++ b/.idea/LC-MS-RT-prediction.iml
@@ -9,7 +9,7 @@
       <excludeFolder url="file://$MODULE_DIR$/.venv" />
       <excludeFolder url="file://$MODULE_DIR$/.venv2" />
     </content>
-    <orderEntry type="inheritedJdk" />
+    <orderEntry type="jdk" jdkName="Python 3.10 (LC-MS-RT-prediction)" jdkType="Python SDK" />
     <orderEntry type="sourceFolder" forTests="false" />
   </component>
 </module>
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
index 1b5f6f7..791742a 100644
--- a/.idea/misc.xml
+++ b/.idea/misc.xml
@@ -3,5 +3,5 @@
   <component name="Black">
     <option name="sdkName" value="Python 3.9 (LC-MS-RT-prediction)" />
   </component>
-  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.9 (LC-MS-RT-prediction)" project-jdk-type="Python SDK" />
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.10 (LC-MS-RT-prediction)" project-jdk-type="Python SDK" />
 </project>
\ No newline at end of file
diff --git a/fig/evol/reg_epoch_1.png b/fig/evol/reg_epoch_1.png
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diff --git a/fig/evol/reg_epoch_95.png b/fig/evol/reg_epoch_95.png
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