Documentation and ignore files updates

.gitignore

@@ -5,6 +5,7 @@ dataset
 data
 saved_models
 reconstructed
+models_info
 results
 
 results/models_comparisons.csv

README.md

@@ -33,4 +33,4 @@ python reconstruct.py --scene Scene1 --model_path saved_models/Model1.joblib --n
 
 ## License
 
-[The MIT license](https://github.com/prise-3d/Thesis-SampleAnalysis/blob/master/LICENSE)
+[The MIT license](LICENSE)

analyse.R

@@ -1,187 +0,0 @@
-#!/usr/bin/Rscript
-
-args <- commandArgs(TRUE)
-dist <- read.table(args[1])
-
-#png("fig.png", width = 800, height = 400) 
-pdf("fig.pdf") 
-
-#x11()
-
-#options(devices="X11")
-
-vdist = dist$V1[1:100]
-v = ks.test(vdist,pnorm,mean(vdist),sd(vdist))
-print(v)
-hist(vdist,col = "blue",breaks = 50,freq = FALSE)
-den <- density(vdist)
-lines(den, col = "red")
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-dev.off()

models_info/models_comparisons.csv

@@ -1 +0,0 @@
-test_sponza1_2_2;655360;0.8592476468953387;

models_info/models_comparisons_keras.csv

@@ -1,6 +0,0 @@
-model_name; number_of_approximations; coeff_of_determination; MSE 10 samples; MSE 1000 samples;
-6_column_4_row_4_KERAS;163840;0.8879883207039488;17.575786590576172;33.762996673583984
-6_column_5_row_4_KERAS;131840;0.7618169123451719;17.809364318847656;30.046279907226562
-6_column_4_row_5_KERAS;131840;0.8311999662347791;19.474899291992188;33.592063903808594
-6_column_5_row_5_KERAS;106090;0.9742683905539422;33.592559814453125;58.5841064453125
-7_column_4_row_4_KERAS;163840;0.8329720019677914;7.109706878662109;23.089672088623047

models_info/models_comparisons_statistics_Sponza1.csv

@@ -1,602 +0,0 @@
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-25_column_4_row_1_SGD;655360;0.9853021745369607;
-25_column_5_row_1_SGD;527360;0.9878803861385836;
-25_column_1_row_2_SGD;1310720;0.9900690526434912;
-25_column_2_row_2_SGD;655360;0.9897782072498549;
-25_column_3_row_2_SGD;437760;0.9898892755483351;
-25_column_4_row_2_SGD;327680;0.9902644287554029;
-25_column_5_row_2_SGD;263680;0.9876280264113345;
-25_column_1_row_3_SGD;875520;0.9900609919575947;
-25_column_2_row_3_SGD;437760;0.9853527222603075;
-25_column_3_row_3_SGD;292410;0.988363348116198;
-25_column_4_row_3_SGD;218880;0.9840107846677744;
-25_column_5_row_3_SGD;176130;0.9897080238603562;
-25_column_1_row_4_SGD;655360;0.9893808364141823;
-25_column_2_row_4_SGD;327680;0.9867908130427527;
-25_column_3_row_4_SGD;218880;0.987750258018854;
-25_column_4_row_4_SGD;163840;0.9847141268972969;
-25_column_5_row_4_SGD;131840;0.9898134042240133;
-25_column_1_row_5_SGD;527360;0.9905992637085934;
-25_column_2_row_5_SGD;263680;0.9881124157886312;
-25_column_3_row_5_SGD;176130;0.989081958373833;
-25_column_4_row_5_SGD;131840;0.9864962928074;
-25_column_5_row_5_SGD;106090;0.9859442482063168;
-25_column_1_row_1_Ridge;2621440;0.9877824821272712;
-25_column_2_row_1_Ridge;1310720;0.9877373049105811;
-25_column_3_row_1_Ridge;875520;0.9878158305686462;
-25_column_4_row_1_Ridge;655360;0.9876620621866213;
-25_column_5_row_1_Ridge;527360;0.9877969377478204;
-25_column_1_row_2_Ridge;1310720;0.9879557342460751;
-25_column_2_row_2_Ridge;655360;0.9879358822394124;
-25_column_3_row_2_Ridge;437760;0.9879377806153998;
-25_column_4_row_2_Ridge;327680;0.987934350824841;
-25_column_5_row_2_Ridge;263680;0.987839275354604;
-25_column_1_row_3_Ridge;875520;0.9877139310412247;
-25_column_2_row_3_Ridge;437760;0.987676689952595;
-25_column_3_row_3_Ridge;292410;0.9876852056334527;
-25_column_4_row_3_Ridge;218880;0.9875359046884888;
-25_column_5_row_3_Ridge;176130;0.9876088764506541;
-25_column_1_row_4_Ridge;655360;0.987852238044879;
-25_column_2_row_4_Ridge;327680;0.987837805183374;
-25_column_3_row_4_Ridge;218880;0.987759776222446;
-25_column_4_row_4_Ridge;163840;0.9878545826387495;
-25_column_5_row_4_Ridge;131840;0.9876935829050099;
-25_column_1_row_5_Ridge;527360;0.9880968432586942;
-25_column_2_row_5_Ridge;263680;0.9879726720232863;
-25_column_3_row_5_Ridge;176130;0.9880470524780389;
-25_column_4_row_5_Ridge;131840;0.9879711829223724;
-25_column_5_row_5_Ridge;106090;0.9878958741445886;
-30_column_1_row_1_SGD;2621440;0.9936011559388273;
-30_column_2_row_1_SGD;1310720;0.9910967452038709;
-30_column_3_row_1_SGD;875520;0.9890280947559156;
-30_column_4_row_1_SGD;655360;0.9878315194527263;
-30_column_5_row_1_SGD;527360;0.9896690260026946;
-30_column_1_row_2_SGD;1310720;0.9878148277917076;
-30_column_2_row_2_SGD;655360;0.9967427395979712;
-30_column_3_row_2_SGD;437760;0.9882382433556801;
-30_column_4_row_2_SGD;327680;0.987439720224569;
-30_column_5_row_2_SGD;263680;0.9886821310625223;
-30_column_1_row_3_SGD;875520;0.9921555312984731;
-30_column_2_row_3_SGD;437760;0.9893253165965346;
-30_column_3_row_3_SGD;292410;0.9891162041108567;
-30_column_4_row_3_SGD;218880;0.9781460410431271;
-30_column_5_row_3_SGD;176130;0.9873639727553882;
-30_column_1_row_4_SGD;655360;0.9897018010076235;
-30_column_2_row_4_SGD;327680;0.989989267133688;
-30_column_3_row_4_SGD;218880;0.9888302609724179;
-30_column_4_row_4_SGD;163840;0.9890654793424778;
-30_column_5_row_4_SGD;131840;0.9891776262980241;
-30_column_1_row_5_SGD;527360;0.9901329103814718;
-30_column_2_row_5_SGD;263680;0.9900734563619954;
-30_column_3_row_5_SGD;176130;0.9865752614545937;
-30_column_4_row_5_SGD;131840;0.9924199974538417;
-30_column_5_row_5_SGD;106090;0.9877342778528481;
-30_column_1_row_1_Ridge;2621440;0.989859241822365;
-30_column_2_row_1_Ridge;1310720;0.9898195604913811;
-30_column_3_row_1_Ridge;875520;0.9898948598795394;
-30_column_4_row_1_Ridge;655360;0.9897686358516007;
-30_column_5_row_1_Ridge;527360;0.9898443428802682;
-30_column_1_row_2_Ridge;1310720;0.9899797886956712;
-30_column_2_row_2_Ridge;655360;0.9899460731578205;
-30_column_3_row_2_Ridge;437760;0.9899705596065305;
-30_column_4_row_2_Ridge;327680;0.9899243254724205;
-30_column_5_row_2_Ridge;263680;0.9898853032103115;
-30_column_1_row_3_Ridge;875520;0.9897701146874756;
-30_column_2_row_3_Ridge;437760;0.9897253214363837;
-30_column_3_row_3_Ridge;292410;0.9897749940273581;
-30_column_4_row_3_Ridge;218880;0.9895967439458504;
-30_column_5_row_3_Ridge;176130;0.9897497142308519;
-30_column_1_row_4_Ridge;655360;0.9898830612036947;
-30_column_2_row_4_Ridge;327680;0.9898260773223637;
-30_column_3_row_4_Ridge;218880;0.9897957625210482;
-30_column_4_row_4_Ridge;163840;0.9898283768181652;
-30_column_5_row_4_Ridge;131840;0.9897226777855396;
-30_column_1_row_5_Ridge;527360;0.9900844396469048;
-30_column_2_row_5_Ridge;263680;0.9899736358844179;
-30_column_3_row_5_Ridge;176130;0.990009706329826;
-30_column_4_row_5_Ridge;131840;0.9900257524876726;
-30_column_5_row_5_Ridge;106090;0.9898648303142513;
-test_sponza1;2621440;1.0332056346847467;