diff --git a/pres/final_notes b/pres/final/notes
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rename from pres/final_notes
rename to pres/final/notes
diff --git a/pres/final_outline b/pres/final_outline
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--- a/pres/final_outline
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@@ -1,29 +0,0 @@
-Intro
-──────────────────────────────────────────────────────────────────────────
-
-AGN - What they are
-AGN - NGC 5548
-AGN - Simple Model
-
-
-    Previous work
-    ──────────────────────────────────────────────────────────────────────────
-    Fausnaugh et al. - Data
-    Optical RM - current status and issues
-    Fausnaugh et al. - analysis and results
-
-Technique
-──────────────────────────────────────────────────────────────────────────
-Reverberation Mapping - Basic Concept/picture
-Reverberation Mapping - Transfer Function
-Reverberation Mapping - tophat with FFT
-
-Results
-──────────────────────────────────────────────────────────────────────────
-PSD Atlas
-Time delay Atlas
-Constructing the transfer function
-Show transfer function compared with tophat FFT
-
-
-
diff --git a/pres/reverb_basic.odg b/pres/img/reverb_basic.odg
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rename from pres/reverb_basic.odg
rename to pres/img/reverb_basic.odg
diff --git a/pres/intro.odp b/pres/intro.odp
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Binary files a/pres/intro.odp and /dev/null differ